Compendium
The Greatest Collection of anything related to finance and crypto. (now with zip releases)
Notes
speed up pull
git -c filter.lfs.smudge= -c filter.lfs.required=false pull && git lfs pull
Zero Knwoledge
Crypto Content (zk, obvram, circuts, smpc, etc)
MPC videos
- The 1st BIU Winter School SECURE COMPUTATION AND EFFICIENCY
- The 5th BIU Winter School ADVANCES IN PRACTICAL MULTIPARTY COMPUTATION
- Simons Securing Computation Workshop
- Simons Cryptography Boot Camp
- DIMACS/Columbia Data Science Institute Workshop on Cryptography for Big Data
- DIMACS/MACS Workshop on Cryptography for the RAM Model of Computation
- DIMACS/MACS Workshop on Usable, Efficient, and Formally Verified Secure Computation
Other nice series
Garbled circuits
- An Efficient Protocol for Secure Two-Party Computation in the Presence of Malicious Adversaries, 2017 paper
- Billion-Gate Secure Computation with Malicious Adversaries, 2012 paper
- Secure Two-Party Computation via Cut-and-Choose Oblivious Transfer, 2011 paper
- Fast Cut-and-Choose-Based Protocols for Malicious and Covert Adversaries, 2013 paper
- Two-Output Secure Computation with Malicious Adversaries, 2011 paper
- Efficient Secure Two-Party Computation Using Symmetric Cut-and-Choose, 2013 paper
- Amortizing Garbled Circuits, 2014 paper
- Non-Interactive Secure Computation Based on Cut-and-Choose paper
LEGO
- LEGO for Two-Party Secure Computation, 2009 paper
- MiniLEGO: Efficient Secure Two-Party Computation from General Assumptions, 2013 paper
- TinyLEGO: An Interactive Garbling Scheme for Maliciously Secure Two-Party Computation, 2015 paper
- Constant Round Maliciously Secure 2PC with Function-independent Preprocessing using LEGO, 2017 paper
General Blockchain
| ID | DUP | AR | Title | Desc | Notes | URL | DOI | |||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 0 | Blockchain for AI: Review and open research challenges | Application | https://ieeexplore.ieee.org/iel7/6287639/6514899/08598784.pdf | ||||||
| 2 | 0 | A survey on consensus mechanisms and mining strategy management in blockchain networks | No new information or discussion [has a comparison of sharding with scale out papers] | https://ieeexplore.ieee.org/iel7/6287639/6514899/08629877.pdf | ||||||
| 3 | 1 | SoK: Consensus in the age of blockchains | https://dl.acm.org/doi/pdf/10.1145/3318041.3355458 | |||||||
| 4 | 1 | Monoxide: Scale out blockchains with asynchronous consensus zones | improvment (not specific to rapidchain) | https://www.usenix.org/system/files/nsdi19-wang-jiaping.pdf | ||||||
| 5 | 1 | Towards scaling blockchain systems via sharding | Discussion, improvment (not specific to rapidchain), but uses TEE | https://dl.acm.org/doi/pdf/10.1145/3299869.3319889 | ||||||
| 6 | 0 | Proof-of-Stake Sidechains. | Not related to rapidchain or any similar constructions | https://eprint.iacr.org/2018/1239.pdf | ||||||
| 7 | 0 | LightChain: A Lightweight Blockchain System for Industrial Internet of Things | Application | https://cse.buffalo.edu/~wenyaoxu/papers/journal/xu-tii2019.pdf | ||||||
| 8 | 1 | Polyshard: Coded sharding achieves linearly scaling efficiency and security simultaneously | An improvment to sharding? | https://arxiv.org/pdf/1809.10361 | ||||||
| 9 | 1 | A game-theoretic analysis of shard-based permissionless blockchains | Game theory and incentive to similar pconstructions | https://ieeexplore.ieee.org/iel7/6287639/6514899/08558531.pdf | ||||||
| 10 | 1 | Flyclient: Super-Light Clients for Cryptocurrencies. | Minimizing the amount of data needed for verification. But no special relation to rapidchain other than the main author Zamani. | https://eprint.iacr.org/2019/226.pdf | ||||||
| 11 | 0 | Parallel Chains: Improving Throughput and Latency of Blockchain Protocols via Parallel Composition. | Not related to rapidchain | https://pdfs.semanticscholar.org/6116/a7c1c0820e357204e9277901c82bd38c35a5.pdf | ||||||
| 12 | 0 | OHIE: blockchain scaling made simple | Not related to comitte based constructions | https://arxiv.org/pdf/1811.12628 | ||||||
| 13 | 0 | Fine-grained, secure and efficient data provenance on blockchain systems | Does not cite rapidchain | https://dl.acm.org/ft_gateway.cfm?id=3342042&type=pdf | ||||||
| 14 | 1 | BlockchainDB: a shared database on blockchains | Extra storage layer above blockchain, proposes sharding chains as backend. Could this construction allow more effecient transaction storage? | https://dl.acm.org/ft_gateway.cfm?id=3360366&type=pdf | - | |||||
| 15 | 0 | Flash: efficient dynamic routing for offchain networks | Does not cite rapidchain | https://dl.acm.org/doi/pdf/10.1145/3359989.3365411 | ||||||
| 16 | 0 | YODA: Enabling computationally intensive contracts on blockchains with Byzantine and Selfish nodes | Offchain computation | Does not relate to comitee based constructions. But it's results are interesting | https://arxiv.org/pdf/1811.03265 | |||||
| 17 | 0 | MystikoβBlockchain Meets Big Data | Not related | https://ieeexplore.ieee.org/iel7/8610059/8621858/08622341.pdf | ||||||
| 18 | 1 | Replay attacks and defenses against cross-shard consensus in sharded distributed ledgers | Attack vectors for comitee based sharding | https://arxiv.org/pdf/1901.11218 | ||||||
| 19 | 0 | SoK: A Taxonomy for Layer-2 Scalability Related Protocols for Cryptocurrencies. | not related | https://www.researchgate.net/profile/Mario_Larangeira2/publication/332859444_SoK_A_Taxonomy_for_Layer-2_Scalability_Related_Protocols_for_Cryptocurrencies/links/5ccd585ea6fdccc9dd8b964e/SoK-A-Taxonomy-for-Layer-2-Scalability-Related-Protocols-for-Cryptocurrencies.pdf | ||||||
| 20 | 1 | Velocity: Scalability improvements in block propagation through rateless erasure coding | May provide discussion or improvements on block gossiping. But did not discuss rapidchain at all in this context | https://ieeexplore.ieee.org/iel7/8744142/8751228/08751427.pdf | ||||||
| 21 | 0 | Lightchain: A dht-based blockchain for resource constrained environments | Not related and no relevant discussion | https://arxiv.org/pdf/1904.00375 | ||||||
| 22 | 0 | A survey on consensus protocols in blockchain for iot networks | No relevant discussion | https://arxiv.org/pdf/1809.05613 | ||||||
| 23 | 1 | Proof-of-stake sidechains | https://ieeexplore.ieee.org/iel7/8826229/8835208/08835275.pdf | |||||||
| 24 | 0 | Agent-based simulations of blockchain protocols illustrated via kadena's chainweb | Not relevant | https://ieeexplore.ieee.org/iel7/8790672/8802376/08802494.pdf | ||||||
| 25 | 1 | Ostraka: Secure Blockchain scaling by node sharding | Relevant discussion of attack vectors | https://arxiv.org/pdf/1907.03331 | ||||||
| 26 | 0 | A survey on efficient parallelization of blockchain-based smart contracts | No relevant discussion | https://arxiv.org/pdf/1904.00731 | ||||||
| 27 | 1 | Committee selection is more similar than you think: Evidence from avalanche and stellar | Might provide some relevant discussion on comitte selection | https://arxiv.org/pdf/1904.09839 | ||||||
| 28 | 1 | Sok: Sharding on blockchain | Might provide some relevant discussion on comitte based sharding | https://dl.acm.org/doi/pdf/10.1145/3318041.3355457 | ||||||
| 29 | 1 | Robust and scalable consensus for sharded distributed ledgers | Maybe relevant discussion, and improvment on byzcoin which is in the same research line. From the author of omniledger | https://eprint.iacr.org/2019/676.pdf | ||||||
| 30 | 1 | A security reference architecture for blockchains | Security and attack vectors | https://ieeexplore.ieee.org/iel7/8938397/8946120/08946197.pdf | ||||||
| 31 | 0 | Anchoring the value of Cryptocurrency | economics | https://ieeexplore.ieee.org/iel7/9040368/9050160/09050264.pdf | ||||||
| 32 | 1 | SeF: A secure fountain architecture for slashing storage costs in blockchains | May provide discussion or improvements on block gossiping. But did not discuss rapidchain much in this context | https://arxiv.org/pdf/1906.12140 | ||||||
| 33 | 0 | Segment blockchain: A size reduced storage mechanism for blockchain | Does not cite rapidchain. | https://ieeexplore.ieee.org/iel7/6287639/8948470/08957450.pdf | ||||||
| 34 | 1 | Don't Mine, Wait in Line: Fair and Efficient Blockchain Consensus with Robust Round Robin | A little bit of dicussion on rapidchain | https://arxiv.org/pdf/1804.07391 | ||||||
| 35 | 1 | On the Security of Blockchain Consensus Protocols | Might provide some security discussion | https://link.springer.com/content/pdf/10.1007%2F978-3-030-05171-6_24.pdf | x | |||||
| 36 | 1 | Cycledger: A scalable and secure parallel protocol for distributed ledger via sharding | A successor to rapidchain? | https://arxiv.org/pdf/2001.06778 | ||||||
| 37 | 1 | Design and Implementation of a Scalable IoT-based Blockchain | A successor to rapidchain? Might provide some good comitte based sharding details | https://files.ifi.uzh.ch/CSG/staff/Rafati/Kursat-Aydinli-MA.pdf | ||||||
| 38 | 1 | A flexible n/2 adversary node resistant and halting recoverable blockchain sharding protocol | Might provide good discussion | https://onlinelibrary.wiley.com/doi/pdf/10.1002/cpe.5773 | ||||||
| 39 | 1 | Sok: Communication across distributed ledgers | Discussion on cross-chain communication | http://www0.cs.ucl.ac.uk/staff/M.AlBassam/publications/crosschain.pdf | ||||||
| 40 | 1 | A methodology for a probabilistic security analysis of sharding-based blockchain protocols | security analysis | http://www.iro.umontreal.ca/~ahafid/docs/Hafid-blockchain.pdf | ||||||
| 41 | 0 | XBlock-EOS: Extracting and Exploring Blockchain Data From EOSIO | not relevant | https://arxiv.org/pdf/2003.11967 | ||||||
| 42 | 0 | Microchain: A Hybrid Consensus Mechanism for Lightweight Distributed Ledger for IoT | not relevant | https://arxiv.org/pdf/1909.10948 | ||||||
| 43 | 1 | The Security Reference Architecture for Blockchains: Towards a Standardized Model for Studying Vulnerabilities, Threats, and Defenses | security | https://arxiv.org/pdf/1910.09775 | ||||||
| 44 | 1 | Scalable network-coded PBFT consensus algorithm | reducing communication burden | https://ieeexplore.ieee.org/iel7/8827389/8849208/08849573.pdf | ||||||
| 45 | 0 | Public blockchains scalability: An examination of sharding and segregated witness | not relevant | |||||||
| 46 | 0 | Hyperservice: Interoperability and programmability across heterogeneous blockchains | Does not cite rapidchain | https://dl.acm.org/doi/pdf/10.1145/3319535.3355503 | ||||||
| 47 | 1 | Divide and Scale: Formalization of Distributed Ledger Sharding Protocols | Formalization of rapidchain and detailed analysis? | https://arxiv.org/pdf/1910.10434 | ||||||
| 48 | 0 | Solutions to scalability of blockchain: A survey | No relevant discussion | https://ieeexplore.ieee.org/iel7/6287639/8948470/08962150.pdf | ||||||
| 49 | 1 | Survey: Sharding in blockchains | Very relevant. (And also manalysis ethereum 2.0) | https://ieeexplore.ieee.org/iel7/6287639/8948470/08954616.pdf | ||||||
| 50 | 0 | Open infrastructure for edge: A distributed ledger outlook | not relevant | https://www.usenix.org/system/files/hotedge19-paper-zavodovski_0.pdf | ||||||
| 51 | 1 | How to Securely Prune Bitcoin's Blockchain | block pruning | https://arxiv.org/pdf/2004.06911 | ||||||
| 52 | 0 | Replicated state machines without replicated execution | not relevant | https://eprint.iacr.org/2020/195.pdf | ||||||
| 53 | 0 | Evaluation and Improving Scalability of the BAZO Blockchain | not relevant | https://files.ifi.uzh.ch/CSG/staff/Rafati/Fabio-Maddaloni-BA.pdf | ||||||
| 54 | 0 | Utilizing Public Blockchains for the Sybil-Resistant Bootstrapping of Distributed Anonymity Services | not relevant | https://arxiv.org/pdf/2004.06386 | ||||||
| 55 | 0 | Resilientdb: Global scale resilient blockchain fabric | Not relevant | https://arxiv.org/pdf/2002.00160 | ||||||
| 56 | 0 | Managing QoS of Internet-of-Things Services Using Blockchain | Not relevant | https://ieeexplore.ieee.org/iel7/6570650/6780646/08741207.pdf | ||||||
| 57 | 0 | Platypus: Offchain Protocol Without Synchrony | Not relevant | https://ieeexplore.ieee.org/iel7/8930311/8935004/08935037.pdf | ||||||
| 58 | 0 | εΊειΎε ±θ―ζΊεΆη η©Άη»ΌθΏ° | Not in english | http://www.jcr.cacrnet.org.cn/CN/article/downloadArticleFile.do?attachType=PDF&id=343 | ||||||
| 59 | 1 | Gas Consumption-Aware Dynamic Load Balancing in Ethereum Sharding Environments | An alternative way of assigning transactions? But does not discuss rapidchain at all | https://ieeexplore.ieee.org/iel7/8785421/8791939/08791945.pdf | ||||||
| 60 | 0 | Pledge: a private ledger based decentralized data sharing framework | Not relevant | https://ieeexplore.ieee.org/iel7/8728125/8732845/08732913.pdf | ||||||
| 61 | 0 | Proof-of-Execution: Reaching Consensus through Fault-Tolerant Speculation | No relevant discussion | https://arxiv.org/pdf/1911.00838 | ||||||
| 62 | 0 | Flow: Separating Consensus and Compute | not a paper??? | |||||||
| 63 | 0 | SSHTDNS: A Secure, Scalable and High-Throughput Domain Name System via Blockchain Technique | Not relevant | https://scholar.google.com/scholar?output=instlink&q=info:9l1bEyD_hZoJ:scholar.google.com/&hl=en&as_sdt=1,5&sciodt=1,5&scillfp=15012720131320130813&oi=lle | ||||||
| 64 | 0 | Exploring heterogeneity in loosely consistent decentralized data replication | No relevant discussion | https://hal.inria.fr/tel-01964628/document | ||||||
| 65 | 0 | Blockchain business networks: Understanding the value proposal within centralized and decentralized governance structures | Not relevant | http://www.diva-portal.org/smash/get/diva2:1339471/FULLTEXT02 | ||||||
| 66 | 0 | Serializability and Heterogeneous Trust from Two Phase Commit to Blockchains | No relevant discussion | https://ecommons.cornell.edu/bitstream/handle/1813/67616/Sheff_cornellgrad_0058F_11665.pdf?sequence=1 | ||||||
| 67 | 0 | An Adaptive Modular-Based Compression Scheme for Address Data in the Blockchain System | No relevant discussion | https://link.springer.com/content/pdf/10.1007%2F978-981-15-2777-7_13.pdf | ||||||
| 68 | 0 | Eunomia: A Permissionless Parallel Chain Protocol Based on Logical Clock | No relevant discussion | https://arxiv.org/pdf/1908.07567 | ||||||
| 69 | 0 | SoK: Layer-Two Blockchain Protocols | Not relevant | https://pure.tudelft.nl/portal/files/69224849/150.pdf | ||||||
| 70 | 1 | Technical Whitepaper | Harmony | Migth provide relevant discussion | https://static2.coinpaprika.com/storage/cdn/whitepapers/10576969.pdf | |||||
| 71 | 0 | Aplos: Smart Contracts Made Smart | Not relevant | https://link.springer.com/chapter/10.1007/978-981-15-2777-7_35 | ||||||
| 72 | 0 | Secure Balance Planning of Off-blockchain Payment Channel Networks | Not relevant | https://www.u-aizu.ac.jp/~pengli/files/pcn_planning_infocom2020.pdf | ||||||
| 73 | 0 | Validating pairwise transactions on cryptocurrencies: a novel heuristics and network simulation | Not relevant | https://link.springer.com/article/10.1007/s42786-018-00003-5 | ||||||
| 74 | 0 | An Approach of Secure Two-Way-Pegged Multi-sidechain | No relevant discussion | https://link.springer.com/chapter/10.1007/978-3-030-38961-1_47 | ||||||
| 75 | 1 | 0 | Flash: E icient Dynamic Routing for O chain Networks | http://www.cs.jhu.edu/~xinjin/files/CoNEXT19_Flash.pdf | ||||||
| 76 | 0 | XBlock-ETH: Extracting and Exploring Blockchain Data From Etherem | Not relevant | https://arxiv.org/pdf/1911.00169 | ||||||
| 77 | 0 | Blockchain based Decentralized Applications: Technology Review and Development Guidelines | No relevant discussion | https://arxiv.org/pdf/2003.07131 | ||||||
| 78 | 1 | Practicability of blockchain technology and scalable blockchain network: sharding | Optimized transaction routing/gossiping? | https://minds.wisconsin.edu/bitstream/handle/1793/79576/AbdoulYigoThesis.pdf?sequence=1&isAllowed=y | ||||||
| 79 | 0 | A Framework for Blockchain-Based Verification of Integrity and Authenticity | https://link.springer.com/chapter/10.1007/978-3-030-33716-2_15 | |||||||
| 80 | 0 | Apex: a High-Performance Hierarchical Distributed Ledger | No relevant discussion | https://ieeexplore.ieee.org/iel7/8924808/8939160/08939189.pdf | ||||||
| 81 | 0 | Core Concepts, Challenges, and Future Directions in Blockchain: A Centralized Tutorial | No relevant discussion | https://dl.acm.org/doi/pdf/10.1145/3366370 | ||||||
| 82 | 0 | Gnocchi: Multiplexed Payment Channels for Cryptocurrencies | Not relevant | https://scholar.google.com/scholar?output=instlink&q=info:ZbHcPnTaVSIJ:scholar.google.com/&hl=en&as_sdt=1,5&sciodt=1,5&scillfp=4546932450360448581&oi=lle | ||||||
| 83 | 0 | Decentralized Authorization with Private Delegation | Not relevant | https://escholarship.org/uc/item/8r20m39b | ||||||
| 84 | 1 | Scaling Blockchain Databases through Parallel Resilient Consensus Paradigm | Maybe a better bft protocol? | https://arxiv.org/pdf/1911.00837 | ||||||
| 85 | 0 | Consolidating Hash Power in Blockchain Shards with a Forest | Not relevant | https://link.springer.com/chapter/10.1007/978-3-030-42921-8_18 | ||||||
| 86 | 0 | Efficient Transaction Processing in Byzantine Fault Tolerant Environments | Not a paper | https://jhellings.nl/files/htps2019_paper.pdf | ||||||
| 87 | 0 | Blockguard: Adaptive Blockchain Security | Not relevant | https://arxiv.org/pdf/1907.13232 | ||||||
| 88 | 0 | PIRATE: A Blockchain-based Secure Framework of Distributed Machine Learning in 5G Networks | Not relevant | https://arxiv.org/pdf/1912.07860 | ||||||
| 89 | 0 | Smart Contracts on the Move | Not relevant | https://arxiv.org/pdf/2004.05933 | ||||||
| 90 | 0 | Decentralized Platform for Investments and Operation of Energy Communities | Not relevant | https://ieeexplore.ieee.org/iel7/8962268/8974850/08975165.pdf | ||||||
| 91 | 0 | Software-Defined Infrastructure for Decentralized Data Lifecycle Governance: Principled Design and Open Challenges | Not relevant | https://ieeexplore.ieee.org/iel7/8867821/8884790/08885317.pdf | ||||||
| 92 | 0 | Guaranteed-TX: The exploration of a guaranteed cross-shard transaction execution protocol for Ethereum 2.0. | Not relevant | http://essay.utwente.nl/79884/1/Wels_MA_EEMCS.pdf | ||||||
| 93 | 0 | Addressing Scalability and Storage issues in Block Chain using Sharding | No access to paper | |||||||
| 94 | 0 | Reliable inter-blockchain communication framework for improving scalability | No access to paper (preprint) | https://www.researchgate.net/profile/Liu_Keyang/publication/334453300_Reliable_Inter-Blockchain_Protocol_for_improving_scalability/links/5d888025458515cbd1b3c4bb/Reliable-Inter-Blockchain-Protocol-for-improving-scalability.pdf | ||||||
| 95 | 0 | Technical Report Fides: Managing Data on Untrusted Infrastructure | Not relevant | https://sites.cs.ucsb.edu/~sujaya_maiyya/assets/papers/Fides.pdf | ||||||
| 96 | 0 | A Blockchain Traceable Scheme with Oversight Function | Not relevant | https://eprint.iacr.org/2020/311.pdf | ||||||
| 97 | 0 | Local Bitcoin Network Simulator for Performance Evaluation using Lightweight Virtualization | Not relevant | https://arxiv.org/pdf/2002.01243 | ||||||
| 98 | 1 | GARET: improving throughput using gas consumption-aware relocation in Ethereum sharding environments | An alternative way of assigning transactions? | https://link.springer.com/article/10.1007/s10586-020-03087-1 | ||||||
| 99 | 0 | Effective scaling of blockchain beyond consensus innovations and Moore's law | No relevant discussion | https://arxiv.org/pdf/2001.01865 | ||||||
| 100 | 0 | Beyond Replications in Blockchain | Not relevant | https://www.researchgate.net/profile/Shlomi_Dolev/publication/333813003_Beyond_Replications_in_Blockchain_OnOff-Blockchain_IDA_for_Storage_Efficiency_and_Confidentiality_Brief_Announcement/links/5dd2320c299bf1b74b4b3985/Beyond-Replications-in-Blockchain-On-Off-Blockchain-IDA-for-Storage-Efficiency-and-Confidentiality-Brief-Announcement.pdf | ||||||
| 101 | 1 | On the Feasibility of Sybil Attacks in Shard-Based Permissionless Blockchains | security and attack vectors | https://arxiv.org/pdf/2002.06531 | ||||||
| 102 | 0 | A Practical Dynamic Enhanced BFT Protocol | No relevant discussion | https://scholar.google.com/scholar?output=instlink&q=info:xWWIb0aIvVYJ:scholar.google.com/&hl=en&as_sdt=1,5&sciodt=1,5&scillfp=11267631656067756812&oi=lle | ||||||
| 103 | 0 | Sharding Is Scaling (Blockchain) | An unfinnished paper? What? | https://cdn.occloxium.com/g/seminar/55ea2bae/template_final.pdf | ||||||
| 104 | 0 | Enhancing Autonomy with Blockchain and Multi-Acess Edge Computing in Distributed Robotic Systems | Not relevant | https://tiers.utu.fi/static/papers/queralta2020enhancing.pdf | ||||||
| 105 | 0 | DiPETrans: A Framework for Distributed Parallel Execution of Transactions of Blocks in Blockchain | No relevant discussion | https://arxiv.org/pdf/1906.11721 | ||||||
| 106 | 0 | Multi-Stage Proof-of-Work Blockchain. | No relevant discussion | https://pdfs.semanticscholar.org/f450/71da7486af515d4d1982cd20098b11fa9fd6.pdf | ||||||
| 107 | 0 | A Survey on Consensus Methods in Blockchain for Resource-constrained IoT Networks | No relevant discussion | https://www.techrxiv.org/articles/A_Survey_on_Consensus_Methods_in_Blockchain_for_Resource-constrained_IoT_Networks/12152142/files/22344654.pdf | ||||||
| 108 | 1 | A Generic Sharding Scheme for Blockchain Protocols | https://arxiv.org/pdf/1909.01162 | |||||||
| 109 | 1 | Lever: Breaking the Shackles of Scalable On-chain Validation | Takes inspiration from rapidchain | https://pdfs.semanticscholar.org/6fd1/705cf99c5d57bde230b3e9143c874e874d95.pdf | ||||||
| 110 | 0 | Thinkey: A Scalable Blockchain Architecture | Does not state correct information on rapidchain and does not offer a discussion or argument to their statements. | https://arxiv.org/pdf/1904.04560 | ||||||
| 111 | 0 | Hybrid-BFT: Optimistically Responsive Synchronous Consensus with Optimal Latency or Resilience | No relevant discussion | https://eprint.iacr.org/2020/406.pdf | ||||||
| 112 | 0 | Flow: Separating Consensus and Compute | No relevant discussion | https://arxiv.org/pdf/1909.05821 | ||||||
| 113 | 0 | Snappy: Fast On-chain Payments with Practical Collaterals | No relevant discussion | https://arxiv.org/pdf/2001.01278 | ||||||
| 114 | 0 | Trust-Based Shard Distribution Scheme for Fault-Tolerant Shard Blockchain Networks | No relevant discussion | https://ieeexplore.ieee.org/iel7/6287639/8600701/08840847.pdf | ||||||
| 115 | 1 | A Node Rating Based Sharding Scheme for Blockchain | Node assigment based on speed | https://ieeexplore.ieee.org/iel7/8961328/8975714/08975842.pdf | ||||||
| 116 | 0 | Efficient Transaction Processing in Byzantine Fault Tolerant Environments | Just an abstract, full paper not available | https://gupta-suyash.github.io/hpts_abstract.pdf | ||||||
| 117 | 0 | Design and Optimization for Storage Mechanism of the Public Blockchain Based on Redundant Residual Number System | No relevant discussion and outside the field of sharding | https://ieeexplore.ieee.org/iel7/6287639/8600701/08767923.pdf | ||||||
| 118 | 0 | Fission: A Provably Fast, Scalable, and Secure Permissionless Blockchain | Focus on reducing message prop. relays | No relevant discussion | https://arxiv.org/pdf/1812.05032 | |||||
| 119 | 0 | Reliable Inter-Blockchain Protocol for improving scalability | Paper not available | |||||||
| 120 | 0 | A State-aware Proof of Stake Consensus Protocol for Power System Resilience | No relevant discussion. | https://dl.acm.org/doi/pdf/10.1145/3307772.3330177 | ||||||
| 121 | 0 | SkyEye: A Traceable Scheme for Blockchain | Not relevant | https://eprint.iacr.org/2020/034.pdf | ||||||
| 122 | 1 | A Fair Selection Protocol for Committee-based Permissionless Blockchains | relevant | https://www.sciencedirect.com/science/article/pii/S0167404820300055 | ||||||
| 123 | 0 | Incentive Analysis of Bitcoin-NG, Revisited | No relevant discussion | https://arxiv.org/pdf/2001.05082 | ||||||
| 124 | 0 | Boros: Secure Cross-Channel Transfers via Channel Hub | No relevant discussion | https://arxiv.org/pdf/1911.12929 | ||||||
| 125 | 1 | Bootstrapping Consensus Without Trusted Setup: Fully Asynchronous Distributed Key Generation | Bootstrapping | https://eprint.iacr.org/2019/1015.pdf | ||||||
| 126 | 1 | SharPer: Sharding Permissioned Blockchains Over Network Clusters | Relevant discussion | https://arxiv.org/pdf/1910.00765 | ||||||
| 127 | 0 | Scalable Blockchain Protocol Based on Proof of Stake and Sharding | No relevant discussion | |||||||
| 128 | 0 | Charlotte: Composable Authenticated Distributed Data Structures, Technical Report | No relevant discussion | https://arxiv.org/pdf/1905.03888 | ||||||
| 129 | 0 | Verifiable and Auditable Digital Interchange Framework | No relevant discussion | https://arxiv.org/pdf/2001.03717 | ||||||
| 130 | 0 | Towards Private, Robust, and Verifiable Crowdsensing Systems via Public Blockchains | No relevant discussion | https://ieeexplore.ieee.org/iel7/8858/4358699/08839417.pdf | ||||||
| 131 | 1 | Multichain-MWPoW: A Adversary Power Resistant Blockchain Sharding Approach to a Decentralised Autonomous Organisation Architecture | Might provide some relevant discussion | https://arxiv.org/pdf/2004.04798 | ||||||
| 132 | 0 | Contract-connection: An efficient communication protocol for Distributed Ledger Technology | No relevant discussion | https://ieeexplore.ieee.org/iel7/8955479/8958711/08958730.pdf | ||||||
| 133 | 1 | A Secure and Practical Blockchain Scheme for IoT | Compares it self with rapidchain | https://ieeexplore.ieee.org/iel7/8883860/8887294/08887375.pdf | ||||||
| 134 | 1 | An n/2 Byzantine node tolerate Blockchain Sharding approach | A successor? | https://arxiv.org/pdf/2001.05240 | ||||||
| 135 | 0 | ShallowForest: Optimizing All-to-All Data Transmission in WANs | No relevant discussion | https://uwspace.uwaterloo.ca/bitstream/handle/10012/14690/Hao_Tan_Thesis.pdf?sequence=1&isAllowed=y | ||||||
| 136 | 0 | BAASH: Enabling Blockchain-as-a-Service on High-Performance Computing Systems | No relevant discussion | https://arxiv.org/pdf/2001.07022 | ||||||
| 137 | 0 | Elastico as an ordering service in Hyperledger Fabric | No relevant discussion | https://security.cse.iitk.ac.in/sites/default/files/17111010.pdf | ||||||
| 138 | 1 | Load Balancing for Sharded Blockchains | load balancing | http://fc20.ifca.ai/wtsc/WTSC2020/WTSC20_paper_7.pdf | ||||||
| 139 | 0 | A Study on Security and Privacy related Issues in Blockchain Based Applications | No relevant discussion | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8991214 | ||||||
| 140 | 1 | Progress on the Use of Sharding to Enhance Blockchain Scalability | very relevant. Compares elastico omniledger and rapidchain. | https://cdn.occloxium.com/g/seminar/3947cec6/paper.pdf | ||||||
| 141 | 0 | Blockchain System for 5G Network Sharing | No relevant discussion | https://i.cs.hku.hk/fyp/2019/fyp19037/assets/docs/proj_plan.pdf | ||||||
| 142 | 0 | On the information theory of clustering, registration, and blockchains | No relevant discussion | https://www.ideals.illinois.edu/bitstream/handle/2142/104833/RAMAN-DISSERTATION-2019.pdf?sequence=1&isAllowed=y | ||||||
| 143 | 1 | 0 | GARET: improving throughput using gas consumption-aware relocation in Ethereum sharding environments | https://lass.sogang.ac.kr/pdf/2020/intl_jour/Cluster_Computing_2020_SWoo.pdf | ||||||
| 144 | 0 | Improving the Efficiency of Blockchain Applications with Smart Contract based Cyber-insurance | Not relevant | http://faculty.cs.njupt.edu.cn/~xujia/Paper/2020ICC.pdf | ||||||
| 145 | 0 | Scalable and Efficient Data Authentication for Decentralized Systems | Does not cite rapidchain, and no relevant discussion. | https://arxiv.org/pdf/1909.11590 | ||||||
| 146 | 0 | Blockchain enabled Named Data Networking for Secure Vehicle-to-Everything Communications | No relevant discussion | https://ieeexplore.ieee.org/iel7/65/7593428/09023466.pdf | ||||||
| 147 | 0 | Permissioned Blockchain Through the Looking Glass: Architectural and Implementation Lessons Learned | Permissioned and No relevant discussion | https://arxiv.org/pdf/1911.09208 | ||||||
| 148 | 0 | Fides: Managing Data on Untrusted Infrastructure | Not relevant | https://arxiv.org/pdf/2001.06933 | ||||||
| 149 | 0 | Do you need a blockchain in construction? Use case categories and decision framework for DLT design options | Not relevant | https://www.sciencedirect.com/science/article/pii/S147403462030063X | ||||||
| 150 | 0 | Microchain: a Light Hierarchical Consensus Protocol for IoT System | No relevant discussion | https://arxiv.org/pdf/1912.10357 | ||||||
| 151 | 0 | A Robust Throughput Scheme for Bitcoin Network without Block Reward | No relevant discussion | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8855462 | ||||||
| 152 | 1 | New Mathematical Model to Analyze Security of Sharding-Based Blockchain Protocols | Analysis | https://ieeexplore.ieee.org/iel7/6287639/8600701/08936849.pdf | ||||||
| 153 | 0 | GCBlock: A Grouping and Coding Based Storage Scheme for Blockchain System | Not relevant | https://ieeexplore.ieee.org/iel7/6287639/8948470/09025067.pdf | ||||||
| 154 | 0 | Comparison Between Bitcoin and Quarkchain | Full paper not accessible | https://www.ingentaconnect.com/content/asp/jctn/2019/00000016/00000003/art00005 | ||||||
| 155 | 0 | Projektbericht fΓΌr die QS QualitΓ€t und Sicherheit GmbH, Bonn | Not in english | https://www.q-s.de/services/files/qs-wissenschaftsfonds/Forschungsbericht-Ermittlung-Potenziale-ausgew%C3%A4hlte-Distri.pdf | ||||||
| 3 | 45 |
Fuzzing
Note
The sole purpose of this repository is to help me organize recent academic papers related to fuzzing, binary analysis, IoT security, and general exploitation. This is a non-exhausting list, even though I'll try to keep it updated... Feel free to suggest decent papers via a PR.
Papers and Links
- 2021 - An Empirical Study of OSS-Fuzz Bugs
- Tags: flaky bugs, clusterfuzz, sanitizer, bug detection, bug classification, time-to-fix, time-to-detect
- 2020 - Corpus Distillation for Effective Fuzzing
- Tags: corpus minimization, afl-cmin, google fuzzer test suite, FTS, minset, AFL
- 2020 - Symbolic execution with SymCC: Don't interpret, compile!
- Tags: KLEE, QSYM, LLVM, C, C++, compiler, symbolic execution, concolic execution, source code level, IR, angr, Z3, DARPA corpus, AFL
- 2020 - WEIZZ: Automatic Grey-Box Fuzzing for Structured Binary Formats
- Tags: REDQUEEN, chunk-based formats, AFLSmart, I2S, checksums, magix bytes, QEMU, Eclipser, short fuzzing runs,
- 2020 - Efficient Binary-Level Coverage Analysis
- Tags: bcov, detour + trampoline, basic block coverage, sliced microexecution, superblocks, strongly connected components, dominator graph, BAP, angr, IDA, DynamoRIO, Intel PI, BAP, angr, IDA, DynamoRIO, Intel PIN
- 2020 - Test-Case Reduction via Test-Case Generation: Insights From the Hypothesis Reducer
- Tags: Test case reducer, property based testing, CSmith, test case generation, hierachical delta debugging
- 2020 - AFL++: Combining Incremental Steps of Fuzzing Research
- Tags: AFL++, AFL, MOpt, LAF-Intel, Fuzzbench, Ngram, RedQueen, Unicorn, QBDI, CmpLog, AFLFast
- 2020 - FirmXRay: Detecting Bluetooth Link Layer Vulnerabilities From Bare-Metal Firmware
- Tags: Ghdira, static analysis, sound disassembly, base address finder, BLE, vulnerability discovery
- 2020 - P2IM: Scalable and Hardware-independent Firmware Testing via Automatic Peripheral Interface Modeling
- Tags: HALucinator, emulation, firmware, QEMU, AFL, requires source, MCU, peripheral abstraction
- 2020 - What Exactly Determines the Type? Inferring Types with Context
- Tags: context assisted type inference, stripped binaries, variable and type reconstruction, IDA Pro, Word2Vec, CNN,
- 2020 - Causal Testing: Understanding Defectsβ Root Causes
- Tags: Defects4J, causal relationships, Eclipse plugin, unit test mutation, program trace diffing, static value diffing, user study
- 2020 - AURORA: Statistical Crash Analysis for Automated Root Cause Explanation
- Tags: RCA, program traces, input diversification, Intel PIN, Rust, CFG,
- 2020 - ParmeSan: Sanitizer-guided Greybox Fuzzing
- Tags: interprocedural CFG, data flow analysis, directed fuzzing (DGF), disregarding 'hot paths', LAVA-M based primitives, LLVM, Angora, AFLGo, ASAP, santizer dependent
- 2020 - Magma: A Ground-Truth Fuzzing Benchmark
- Tags: best practices, fuzzer benchmarking, ground truth, Lava-M
- 2020 - Fitness Guided Vulnerability Detection with Greybox Fuzzing
- Tags: AFL, vuln specific fitness metric (headroom), buffer/integer overflow detection, AFLGo, pointer analysis, CIL, bad benchmarking
- 2020 - GREYONE: Data Flow Sensitive Fuzzing
- Tags: data-flow fuzzing, taint-guided mutation, input prioritization, constraint conformance, REDQUEEN, good evaluation, VUzzer
- 2020 - FairFuzz-TC: a fuzzer targeting rare branches
- Tags: AFL, required seeding, branch mask
- 2020 - Fitness Guided Vulnerability Detection with Greybox Fuzzing
- Tags: AFL, vuln specific fitness metric (headroom), buffer/integer overflow detection, AFLGo, pointer analysis, CIL, bad evaluation
- 2020 - TOFU: Target-Oriented FUzzer
- Tags: DGF, structured mutations, staged fuzzing/learning of cli args, target fitness, structure aware, Dijkstra for priority, AFLGo, Superion
- 2020 - FuZZan: Efficient Sanitizer Metadata Design for Fuzzing
- Tags:: sanitizer metadata, optimization, ASAN, MSan, AFL
- 2020 - Boosting Fuzzer Efficiency: An Information Theoretic Perspective
- Tags:: Shannon entropy, seed power schedule, libfuzzer, active SLAM, DGF, fuzzer efficiency
- 2020 - Learning Input Tokens for Effective Fuzzing
- Tags: dynamic taint tracking, parser checks, magic bytes, creation of dict inputs for fuzzers
- 2020 - A Review of Memory Errors Exploitation in x86-64
- Tags: NX, canaries, ASLR, new mitigations, mitigation evaluation, recap on memory issues
- 2020 - SoK: The Progress, Challenges, and Perspectives of Directed Greybox Fuzzing
- Tags: SoK, directed grey box fuzzing, AFL, AFL mutation operators, DGF vs CGF
- 2020 - MemLock: Memory Usage Guided Fuzzing
- Tags: memory consumption, AFL, memory leak, uncontrolled-recursion, uncontrolled-memory-allocation, static analysis
- 2019 - Matryoshka: Fuzzing Deeply Nested Branches
- Tags: AFL, QSYM, Angora, path constraints, nested conditionals, (post) dominator trees, gradient descent, REDQUEEN, LAVA-M
- 2019 - Building Fast Fuzzers
- Tags: grammar based fuzzing, optimization, bold claims, comparison to badly/non-optimized fuzzers, python, lots of micro-optimizations, nice protocolling of failures, bad ASM optimization
- 2019 - Not All Bugs Are the Same: Understanding, Characterizing, and Classifying the Root Cause of Bugs
- Tags: RCA via bug reports, classification model, F score,
- 2019 - AntiFuzz: Impeding Fuzzing Audits of Binary Executables
- Tags: anti fuzzing, prevent crashes, delay executions, obscure coverage information, overload symbolic execution
- 2019 - MOpt: Optimized Mutation Scheduling for Fuzzers
- Tags: mutation scheduling, particle swarm optimization (PSO), AFL, AFL mutation operators, VUzzer,
- 2019 - FuzzFactory: Domain-Specific Fuzzing with Waypoints
- Tags: domain-specific fuzzing, AFL, LLVM, solve hard constraints like cmp, find dynamic memory allocations, binary-based
- 2019 - Fuzzing File Systems via Two-Dimensional Input Space Exploration
- Tags: Ubuntu, file systems, library OS, ext4, brtfs, meta block mutations, edge cases
- 2019 - REDQUEEN: Fuzzing with Input-to-State Correspondence
- Tags: feedback-driven, AFL, magic-bytes, nested contraints, input-to-state correspondence, I2S
- 2019 - PeriScope: An Effective Probing and Fuzzing Framework for the Hardware-OS Boundary
- Tags: kernel, android, userland, embedded, hardware, Linux, device driver, WiFi
- 2019 - FirmFuzz: Automated IoT Firmware Introspection and Analysis
- Tags: emulation, firmadyne, BOF, XSS, CI, NPD, semi-automatic
- 2019 - Firm-AFL: High-Throughput Greybox Fuzzing of IoT Firmware via Augmented Process Emulation
- Tags: emulation, qemu, afl, full vs user mode, syscall redirect, "augmented process emulation", firmadyne
- 2018 - A Survey of Automated Root Cause Analysisof Software Vulnerability
- Tags: Exploit mitigations, fuzzing basics, symbolic execution basics, fault localization, high level
- 2018 - PhASAR: An Inter-procedural Static Analysis Framework for C/C++
- Tags: LLVM, (inter-procedural) data-flow analysis, call-graph, points-to, class hierachy, CFG, IR
- 2018 - INSTRIM: Lightweight Instrumentation for Coverage-guided Fuzzing
- Tags: LLVM, instrumentation optimization, graph algorithms, selective instrumentation, coverage calculation
- 2018 - What You Corrupt Is Not What You Crash: Challenges in Fuzzing Embedded Devices
- Tags: embedded, challenges, heuristics, emulation, crash classification, fault detection
- 2018 - Evaluating Fuzz Testing
- Tags: fuzzing evaluation, good practices, bad practices
- 2017 - Root Cause Analysis of Software Bugs using Machine Learning Techniques
- Tags: ML, RC prediction for filed bug reports, unsupervised + supervised combination, RC categorisation, F score
- 2017 - kAFL: Hardware-Assisted Feedback Fuzzing for OS Kernels
- Tags: intel PT, kernel, AFL, file systems, Windows, NTFS, Linux, ext, macOS, APFS, driver, feedback-driven
- 2016 - Driller: Argumenting Fuzzing Through Selective Symbolic Execution
- Tags: DARPA, CGC, concolic execution, hybrid fuzzer, binary based
- 2015 - Challenges with Applying Vulnerability Prediction Models
- Tags: VPM vs DPM, prediction models on large scale systems, files with frequent changes leave more vulns, older code exhibits more vulns
- 2014 - Optimizing Seed Selection for Fuzzing
- Tags: BFF, (weighted) minset, peach, cover set problem, seed transferabilty, time minset, size minset, round robin
- 2013 - Automatic Recovery of Root Causes from Bug-Fixing Changes
- Tags: ML + SCA, F score, AST, PPA, source tree analysis
General fuzzing implementations
- 2021 - Scalable Fuzzing of Program Binaries with E9AFL
- 2021 - BigMap: Future-proofing Fuzzers with Efficient Large Maps
- 2021 - Token-Level Fuzzing
- 2021 - Hashing Fuzzing: Introducing Input Diversity to Improve Crash Detection
- 2021 - LeanSym: Efficient Hybrid Fuzzing Through Conservative Constraint Debloating
- 2021 - ESRFuzzer: an enhanced fuzzing framework for physical SOHO router devices to discover multi-Type vulnerabilities
- 2021 - FIRM-COV: High-Coverage Greybox Fuzzing for IoT Firmware via Optimized Process Emulation
- 2021 - KCFuzz: Directed Fuzzing Based on Keypoint Coverage
- 2021 - TCP-Fuzz: Detecting Memory and Semantic Bugs in TCP Stacks with Fuzzing
- 2021 - Fuzzing with optimized grammar-aware mutation strategies
- 2021 - Directed Fuzzing for Use-After-FreeVulnerabilities Detection
- 2021 - RapidFuzz: Accelerating Fuzzing via Generative Adversarial Networks
- 2021 - DIFUZZRTL: Differential Fuzz Testing to FindCPU Bugs
- 2021 - Z-Fuzzer: device-agnostic fuzzing of Zigbee protocol implementation
- 2021 - Fuzzing with Multi-dimensional Control of Mutation Strategy
- 2021 - Using a Guided Fuzzer and Preconditions to Achieve Branch Coverage with Valid Inputs
- 2021 - RIFF: Reduced Instruction Footprint for Coverage-Guided Fuzzing
- 2021 - CoCoFuzzing: Testing Neural Code Models with Coverage-Guided Fuzzing
- 2021 - Seed Selection for Successful Fuzzing
- 2021 - Gramatron: Effective Grammar-Aware Fuzzing
- 2021 - Hyntrospect: a fuzzer for Hyper-V devices
- 2021 - FUZZOLIC: mixing fuzzing and concolic execution
- 2021 - QFuzz: Quantitative Fuzzing for Side Channels
- 2021 - Revizor: Fuzzing for Leaks in Black-box CPUs
- 2021 - Unleashing Fuzzing Through Comprehensive, Efficient, and Faithful Exploitable-Bug Exposing
- 2021 - Constraint-guided Directed Greybox Fuzzing
- 2021 - Test-Case Reduction and Deduplication Almost forFree with Transformation-Based Compiler Testing
- 2021 - RULF: Rust Library Fuzzing via API Dependency Graph Traversal
- 2021 - STOCHFUZZ: Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting
- 2021 - PS-Fuzz: Efficient Graybox Firmware Fuzzing Based on Protocol State
- 2021 - MuDelta: Delta-Oriented Mutation Testing at Commit Time
- 2021 - CollabFuzz: A Framework for Collaborative Fuzzing
- 2021 - MUTAGEN: Faster Mutation-Based Random Testing
- 2021 - Inducing Subtle Mutations with Program Repair
- 2021 - Differential Analysis of X86-64 Instruction Decoders
- 2021 - On Introducing Automatic Test Case Generation in Practice: A Success Story and Lessons Learned
- 2021 - A Priority Based Path Searching Method for Improving Hybrid Fuzzing
- 2021 - IntelliGen: Automatic Driver Synthesis for Fuzz Testing
- 2021 - icLibFuzzer: Isolated-context libFuzzer for Improving Fuzzer Comparability
- 2021 - SN4KE: Practical Mutation Testing at Binary Level
- 2021 - One Engine to Fuzz βem All: Generic Language Processor Testing with Semantic Validation
- 2021 - Growing A Test Corpus with Bonsai Fuzzing
- 2021 - Fuzzing Symbolic Expressions
- 2021 - JMPscare: Introspection for Binary-Only Fuzzing
- 2021 - An Improved Directed Grey-box Fuzzer
- 2021 - A Binary Protocol Fuzzing Method Based on SeqGAN
- 2021 - Refined Grey-Box Fuzzing with Sivo
- 2021 - PSOFuzzer: A Target-Oriented Software Vulnerability Detection Technology Based on Particle Swarm Optimization
- 2021 - MooFuzz: Many-Objective Optimization Seed Schedule for Fuzzer
- 2021 - CMFuzz: context-aware adaptive mutation for fuzzers
- 2021 - GTFuzz: Guard Token Directed Grey-Box Fuzzing
- 2021 - ProFuzzBench: A Benchmark for Stateful Protocol Fuzzing
- 2021 - SymQEMU:Compilation-based symbolic execution for binaries
- 2021 - CONCOLIC EXECUTION TAILORED FOR HYBRID FUZZING THESIS
- 2021 - Breaking Through Binaries: Compiler-quality Instrumentationfor Better Binary-only Fuzzing
- 2021 - AlphaFuzz: Evolutionary Mutation-based Fuzzing as Monte Carlo Tree Search
- 2020 - Fuzzing with Fast Failure Feedback
- 2020 - LAFuzz: Neural Network for Efficient Fuzzing
- 2020 - MaxAFL: Maximizing Code Coverage with a Gradient-Based Optimization Technique
- 2020 - Program State Abstraction for Feedback-Driven Fuzz Testing using Likely Invariants
- 2020 - PMFuzz: Test Case Generation for Persistent Memory Programs
- 2020 - FuSeBMC: A White-Box Fuzzer for Finding Security Vulnerabilities in C Programs
- 2020 - Integrity: Finding Integer Errors by Targeted Fuzzing
- 2020 - ConFuzz: Coverage-guided Property Fuzzing for Event-driven Programs
- 2020 - AFLTurbo: Speed up Path Discovery for Greybox Fuzzing
- 2020 - Fuzzing Channel-Based Concurrency Runtimes using Types and Effects
- 2020 - DeFuzz: Deep Learning Guided Directed Fuzzing
- 2020 - CrFuzz: Fuzzing Multi-purpose Programs through InputValidation
- 2020 - EPfuzzer: Improving Hybrid Fuzzing with Hardest-to-reach Branch Prioritization
- 2020 - Fuzzing Based on Function Importance by Attributed Call Graph
- 2020 - UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers
- 2020 - PathAFL: Path-Coverage Assisted Fuzzing
- 2020 - Path Sensitive Fuzzing for Native Applications
- 2020 - UniFuzz: Optimizing Distributed Fuzzing via Dynamic Centralized Task Scheduling
- 2020 - Fuzzing Error Handling Code using Context-Sensitive Software Fault Injection
- 2020 - SpecFuzz: Bringing Spectre-type vulnerabilities to the surface
- 2020 - Zeror: Speed Up Fuzzing with Coverage-sensitive Tracing and Scheduling
- 2020 - MUZZ: Thread-aware Grey-box Fuzzing for Effective Bug Hunting in Multithreaded Programs
- 2020 - Evolutionary Grammar-Based Fuzzing
- 2020 - AFLpro: Direction sensitive fuzzing
- 2020 - CSI-Fuzz: Full-speed Edge Tracing Using Coverage Sensitive Instrumentation
- 2020 - Scalable Greybox Fuzzing for Effective Vulnerability Management DISS
- 2020 - HotFuzz Discovering Algorithmic Denial-of-Service Vulnerabilities through Guided Micro-Fuzzing
- 2020 - Fuzzing Binaries for Memory Safety Errors with QASan
- 2020 - Suzzer: A Vulnerability-Guided Fuzzer Based on Deep Learning
- 2020 - IJON: Exploring Deep State Spaces via Fuzzing
- 2020 - Binary-level Directed Fuzzing for Use-After-Free Vulnerabilities
- 2020 - AFLNET: A Greybox Fuzzer for Network Protocols
- 2020 - PANGOLIN: Incremental Hybrid Fuzzing with Polyhedral Path Abstraction
- 2020 - UEFI Firmware Fuzzing with Simics Virtual Platform
- 2020 - Finding Security Vulnerabilities in Network Protocol Implementations
- 2020 - Typestate-Guided Fuzzer for Discovering Use-after-Free Vulnerabilities
- 2020 - FuzzGuard: Filtering out Unreachable Inputs in Directed Grey-box Fuzzing through Deep Learning
- 2020 - HyDiff: Hybrid Differential Software Analysis
- 2019 - Engineering a Better Fuzzer with SynergicallyIntegrated Optimizations
- 2019 - Superion: Grammar-Aware Greybox Fuzzing
- 2019 - ProFuzzer: On-the-fly Input Type Probing for Better Zero-day Vulnerability Discovery
- 2019 - Grimoire: Synthesizing Structure while Fuzzing
- 2019 - Ptrix: Efficient Hardware-Assisted Fuzzing for COTS Binary
- 2019 - SAVIOR: Towards Bug-Driven Hybrid Testing
- 2019 - FUDGE: Fuzz Driver Generation at Scale
- 2019 - NAUTILUS: Fishing for Deep Bugs with Grammars
- 2019 - Send Hardest Problems My Way: Probabilistic Path Prioritization for Hybrid Fuzzing
- 2019 - EnFuzz: Ensemble Fuzzing with Seed Synchronization among Diverse Fuzzers
- 2018 - Fuzz Testing in Practice: Obstacles and Solutions
- 2018 - PAFL: Extend Fuzzing Optimizations of Single Mode to Industrial Parallel Mode
- 2018 - PTfuzz: Guided Fuzzing with Processor Trace Feedback
- 2018 - Angora: Efficient Fuzzing by Principled Search
- 2018 - FairFuzz: A Targeted Mutation Strategy for Increasing Greybox Fuzz Testing Coverage
- 2018 - NEUZZ: Efficient Fuzzing with Neural Program Smoothing
- 2018 - CollAFL: path Sensitive Fuzzing
- 2018 - Full-speed Fuzzing: Reducing Fuzzing Overhead through Coverage-guided Tracing
- 2018 - QSYM: A Practical Concolic Execution Engine Tailored for Hybrid Fuzzing
- 2018 - Coverage-based Greybox Fuzzing as Markov Chain
- 2018 - MoonShine: Optimizing OS Fuzzer Seed Selection with Trace Distillation
- 2018 - Singularity: Pattern Fuzzing for Worst Case Complexity
- 2018 - Smart Greybox Fuzzing
- 2018 - Hawkeye: Towards a Desired Directed Grey-box Fuzzer
- 2018 - PerfFuzz: Automatically Generating Pathological Inputs
- 2018 - FairFuzz: A Targeted Mutation Strategy for Increasing Greybox Fuzz Testing Coverage
- 2018 - Enhancing Memory Error Detection forLarge-Scale Applications and Fuzz Testing
- 2018 - T-Fuzz: fuzzing by program transformation
- 2017 - Evaluating and improving fault localization
- 2017 - IMF: Inferred Model-based Fuzzer
- 2017 - Synthesizing Program Input Grammars
- 2017 - Stateful Fuzzing of Wireless Device Drivers in an Emulated Environment
- 2017 - Steelix: Program-State Based Binary Fuzzing
- 2017 - Designing New Operating Primitives to ImproveFuzzing Performance
- 2017 - VUzzer: Application-aware Evolutionary Fuzzing
- 2017 - DIFUZE: Interface Aware Fuzzing for Kernel Drivers
- 2017 - Instruction Punning: Lightweight Instrumentation for x86-64
- 2017 - Designing New Operating Primitives to Improve Fuzzing Performance
- 2014 - A Large-Scale Analysis of the Security of Embedded Firmwares
- 2013 - Scheduling Black-box Mutational Fuzzing
- 2013 - Dowsing for Overflows: A Guided Fuzzer to Find Buffer Boundary Violations
- 2013 - RPFuzzer: A Framework for Discovering Router Protocols Vulnerabilities Based on Fuzzing
- 2011 - Offset-Aware Mutation based Fuzzing for Buffer Overflow Vulnerabilities: Few Preliminary Results
- 2010 - TaintScope: A Checksum-Aware Directed Fuzzing Tool for Automatic Software Vulnerability Detection
- 2009 - Taint-based Directed Whitebox Fuzzing
- 2009 - Dynamic Test Generation To Find Integer Bugs in x86 Binary Linux Programs
- 2008 - Grammar-based Whitebox Fuzzing
- 2008 - Vulnerability Analysis for X86 Executables Using Genetic Algorithm and Fuzzing
- 2008 - Fuzzing Wi-Fi Drivers to Locate Security Vulnerabilities
- 2008 - KLEE: Unassisted and Automatic Generation of High-Coverage Tests for Complex Systems Programs
- 2008 - Automated Whitebox Fuzz Testing
- 2005 - DART: Directed Automated Random Testing
- 1994 - Dominators, Super Blocks, and Program Coverage
IoT fuzzing
- 2021 - Automatic Vulnerability Detection in Embedded Devices and Firmware: Survey and Layered Taxonomies
- 2021 - Fuzzing the Internet of Things: A Review on the Techniques and Challenges for Efficient Vulnerability Discovery in Embedded Systems
- 2020 - Verification of Embedded Software Binaries using Virtual Prototypes
- 2020 - ΞΌSBS: Static Binary Sanitization of Bare-metal Embedded Devices forFault Observability
- 2020 - Device-agnostic Firmware Execution is Possible: A Concolic Execution Approach for Peripheral Emulation
- 2020 - Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries
- 2020 - FirmAE: Towards Large-Scale Emulation of IoT Firmware forDynamic Analysis
- 2020 - FIRMNANO: Toward IoT Firmware Fuzzing Through Augmented Virtual Execution
- 2020 - ARM-AFL: Coverage-Guided Fuzzing Framework for ARM-Based IoT Devices
- 2020 - Bug detection in embedded environments by fuzzing and symbolic execution
- 2020 - FirmXRay: Detecting Bluetooth Link Layer Vulnerabilities From Bare-Metal Firmware
- 2020 - EM-Fuzz: Augmented Firmware Fuzzing via Memory Checking
- 2020 - Verification of Embedded Binaries using Coverage-guided Fuzzing with System C-based Virtual Prototypes
- 2020 - DICE: Automatic Emulation of DMA Input Channels for Dynamic Firmware Analysis
- 2020 - Fwβfuzz: A code coverageβguided fuzzing framework for network protocols on firmware
- 2020 - TAINT-DRIVEN FIRMWARE FUZZING OF EMBEDDED SYSTEMS THESIS
- 2020 - A Dynamic Instrumentation Technology for IoT Devices
- 2020 - Vulcan: a state-aware fuzzing tool for wear OS ecosystem
- 2020 - A Novel Concolic Execution Approach on Embedded Device
- 2020 - HFuzz: Towards automatic fuzzing testing of NB-IoT core network protocols implementations
- 2020 - FIRMCORN: Vulnerability-Oriented Fuzzing of IoT Firmware via Optimized Virtual Execution
- 2018 - IoTFuzzer: Discovering Memory Corruptions in IoT Through App-based Fuzzing
- 2017 - Towards Automated Dynamic Analysis for Linux-based Embedded Firmware
- 2016 - Scalable Graph-based Bug Search for Firmware Images
- 2015 - SURROGATES: Enabling Near-Real-Time Dynamic Analyses of Embedded Systems
- 2015 - Firmalice - Automatic Detection of Authentication Bypass Vulnerabilities in Binary Firmware
- 2014 - A Large-Scale Analysis of the Security of Embedded Firmwares
- 2013 - RPFuzzer: A Framework for Discovering Router Protocols Vulnerabilities Based on Fuzzing
Emulation
- 2021 - Automatic Firmware Emulation through Invalidity-guided Knowledge Inference(Extended Version)
- 2021 - Firmware Re-hosting Through Static Binary-level Porting
- 2021 - Jetset: Targeted Firmware Rehosting for Embedded Systems
- 2021 - Automatic Firmware Emulation through Invalidity-guided Knowledge Inference
Kernel fuzzing
- 2021 - SyzVegas: Beating Kernel Fuzzing Odds with Reinforcement Learning
- 2021 - NTFUZZ: Enabling Type-Aware Kernel Fuzzing on Windows with Static Binary Analysis
- 2021 - Undo Workarounds for Kernel Bugs
- 2020 - A Hybrid Interface Recovery Method for Android Kernels Fuzzing
- 2020 - FINDING RACE CONDITIONS IN KERNELS:FROM FUZZING TO SYMBOLIC EXECUTION - THESIS
- 2020 - Agamotto: Accelerating Kernel Driver Fuzzing with Lightweight Virtual Machine Checkpoints
- 2020 - X-AFL: a kernel fuzzer combining passive and active fuzzing
- 2020 - Identification of Kernel Memory Corruption Using Kernel Memory Secret Observation Mechanism
- 2020 - HFL: Hybrid Fuzzing on the Linux Kernel
- 2020 - Realistic Error Injection for System Calls
- 2020 - KRACE: Data Race Fuzzing for Kernel File Systems
- 2020 - USBFuzz: A Framework for Fuzzing USB Drivers by Device Emulation
- 2019 - Fuzzing File Systems via Two-Dimensional Input Space Exploration
- 2019 - Razzer: Finding Kernel Race Bugs through Fuzzing
- 2019 - Unicorefuzz: On the Viability of Emulation for Kernel space Fuzzing
- 2017 - Stateful Fuzzing of Wireless Device Drivers in an Emulated Environment
- 2017 - DIFUZE: Interface Aware Fuzzing for Kernel Drivers
- 2008 - Fuzzing Wi-Fi Drivers to Locate Security Vulnerabilities
Format specific fuzzing
- 2020 - NYX: Greybox Hypervisor Fuzzing using Fast Snapshots and Affine Types
- 2020 - Tree2tree Structural Language Modeling for Compiler Fuzzing
- 2020 - Detecting Critical Bugs in SMT Solvers Using Blackbox Mutational Fuzzing
- 2020 - JS Engine - Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer
- 2020 - JS Engine - Fuzzing JavaScript Engines with Aspect-preserving Mutation
- 2020 - CUDA Compiler - CUDAsmith: A Fuzzer for CUDA Compilers
- 2020 - Smart Contracts - sFuzz: An Efficient Adaptive Fuzzer for Solidity Smart Contracts
- 2019 - Compiler Fuzzing: How Much Does It Matter?
- 2019 - Smart Contracts - Harvey: A Greybox Fuzzer for Smart Contracts
- 2017 - XML - Skyfire: Data-Driven Seed Generation for Fuzzing
Exploitation
- 2021 - V0Finder: Discovering the Correct Origin of Publicly Reported Software Vulnerabilities
- 2021 - Identifying Valuable Pointers in Heap Data
- 2021 - OCTOPOCS: Automatic Verification of Propagated Vulnerable Code Using Reformed Proofs of Concept
- 2021 - Characterizing Vulnerabilities in a Major Linux Distribution
- 2021 - MAZE: Towards Automated Heap Feng Shui
- 2021 - Vulnerability Detection in C/C++ Source Code With Graph Representation Learning
- 2021 - mallotROPism: a metamorphic engine for malicious software variation development
- 2020 - Automatic Techniques to Systematically Discover New Heap Exploitation Primitives
- 2020 - Shadow-Heap: Preventing Heap-based Memory Corruptions by Metadata Validation
- 2020 - Practical Fine-Grained Binary Code Randomization
- 2020 - Tiny-CFA: Minimalistic Control-Flow Attestation UsingVerified Proofs of Execution
- 2020 - Greybox Automatic Exploit Generation for Heap Overflows in Language Interpreters - PHD THESIS
- 2020 - ABCFI: Fast and Lightweight Fine-Grained Hardware-Assisted Control-Flow Integrity
- 2020 - HeapExpo: Pinpointing Promoted Pointers to Prevent Use-After-Free Vulnerabilities
- 2020 - Localizing Patch Points From One Exploit
- 2020 - Speculative Dereferencing of Registers: Reviving Foreshadow
- 2020 - HAEPG: An Automatic Multi-hop Exploitation Generation Framework
- 2020 - Exploiting More Binaries by Using Planning to Assemble ROP Exploiting More Binaries by Using Planning to Assemble ROP Attacks Attacks
- 2020 - ROPminer: Learning-Based Static Detection of ROP Chain Considering Linkability of ROP Gadgets
- 2020 - KOOBE: Towards Facilitating Exploit Generation of Kernel Out-Of-Bounds Write Vulnerabilities
- 2020 - Preventing Return Oriented Programming Attacks By Preventing Return Instruction Pointer Overwrites
- 2020 - KASLR: Break It, Fix It, Repeat
- 2020 - ShadowGuard : Optimizing the Policy and Mechanism of Shadow Stack Instrumentation using Binary Static Analysis
- 2020 - VulHunter: An Automated Vulnerability Detection System Based on Deep Learning and Bytecode
- 2020 - Analysis and Evaluation of ROPInjector
- 2020 - API Misuse Detection in C Programs: Practice on SSL APIs
- 2020 - KOOBE: Towards Facilitating Exploit Generation of Kernel Out-Of-Bounds Write Vulnerabilities
- 2020 - Egalito: Layout-Agnostic Binary Recompilation
- 2020 - Verifying Software Vulnerabilities in IoT Cryptographic Protocols
- 2020 - ΞΌRAI: Securing Embedded Systems with Return Address Integrity
- 2020 - Preventing Return Oriented Programming Attacks By Preventing Return Instruction Pointer Overwrites
- 2019 - Kernel Protection Against Just-In-Time Code Reuse
- 2019 - Kernel Exploitation Via Uninitialized Stack
- 2019 - KEPLER: Facilitating Control-flow Hijacking Primitive Evaluation for Linux Kernel Vulnerabilities
- 2019 - SLAKE: Facilitating Slab Manipulation for Exploiting Vulnerabilities in the Linux Kernel
- 2018 - HeapHopper: Bringing Bounded Model Checkingto Heap Implementation Security
- 2018 - K-Miner: Uncovering Memory Corruption in Linux
- 2017 - HAIT: Heap Analyzer with Input Tracing
- 2017 - DROP THE ROP: Fine-grained Control-flow Integrity for the Linux Kernel
- 2017 - kR^X: Comprehensive Kernel Protection against Just-In-Time Code Reuse
- 2017 - Unleashing Use-Before-Initialization Vulnerabilities in the Linux Kernel Using Targeted Stack Spraying
- 2017 - Towards Automated Dynamic Analysis for Linux-based Embedded Firmware
- 2016 - Scalable Graph-based Bug Search for Firmware Images
- 2015 - Cross-Architecture Bug Search in Binary Executables
- 2015 - SURROGATES: Enabling Near-Real-Time Dynamic Analyses of Embedded Systems
- 2015 - From Collision To Exploitation: Unleashing Use-After-Free Vulnerabilities in Linux Kernel
- 2015 - PIE: Parser Identification in Embedded Systems
- 2014 - ret2dir: Rethinking Kernel Isolation
- 2014 - Make It Work, Make It Right, Make It Fast: Building a Platform-Neutral Whole-System Dynamic Binary Analysis Platform
- 2012 - Anatomy of a Remote Kernel Exploit
- 2012 - A Heap of Trouble: Breaking the LinuxKernel SLOB Allocator
- 2011 - Linux kernel vulnerabilities: state-of-the-art defenses and open problems
- 2011 - Protecting the Core: Kernel Exploitation Mitigations
- 2015 - From Collision To Exploitation: Unleashing Use-After-Free Vulnerabilities in Linux Kernel
- 2014 - ret2dir: Rethinking Kernel Isolation
- 2012 - Anatomy of a Remote Kernel Exploit
- 2012 - A Heap of Trouble: Breaking the Linux Kernel SLOB Allocator
- 2011 - Linux kernel vulnerabilities: state-of-the-art defenses and open problems
- 2011 - Protecting the Core: Kernel Exploitation Mitigations
Static Binary Analysis
- 2021 - VIVA: Binary Level Vulnerability Identification via Partial Signature
- 2021 - Overview of the advantages and disadvantages of static code analysis tools
- 2021 - Multi-Level Cross-Architecture Binary Code Similarity Metric
- 2020 - VulDetector: Detecting Vulnerabilities using Weighted Feature Graph Comparison
- 2020 - DEEPBINDIFF: Learning Program-Wide Code Representations for Binary Diffing
- 2020 - BinDeep: A Deep Learning Approach to Binary Code Similarity Detection
- 2020 - Revisiting Binary Code Similarity Analysis using Interpretable Feature Engineering and Lessons Learned
- 2020 - iDEA: Static Analysis on the Security of Apple Kernel Drivers
- 2020 - HART: Hardware-Assisted Kernel Module Tracing on Arm
- 2020 - AN APPROACH TO COMPARING CONTROL FLOW GRAPHS BASED ON BASIC BLOCK MATCHING
- 2020 - How Far We Have Come: Testing Decompilation Correctness of C Decompilers
- 2020 - Dynamic Binary Lifting and Recompilation DISS
- 2020 - Similarity Based Binary Backdoor Detection via Attributed Control Flow Graph
- 2020 - IoTSIT: A Static Instrumentation Tool for IoT Devices
- 2019 - Code Similarity Detection using AST and Textual Information
- 2018 - CodEX: Source Code Plagiarism DetectionBased on Abstract Syntax Trees
- 2017 - rev.ng: a unified binary analysis framework to recover CFGs and function boundaries
- 2017 - Angr: The Next Generation of Binary Analysis
- 2016 - Binary code is not easy
- 2015 - Cross-Architecture Bug Search in Binary Executables
- 2014 - A platform for secure static binary instrumentation
- 2013 - MIL: A language to build program analysis tools through static binary instrumentation
- 2013 - Binary Code Analysis
- 2013 - A compiler-level intermediate representation based binary analysis and rewriting system
- 2013 - Protocol reverse engineering through dynamic and static binary analysis
- 2013 - BinaryPig: Scalable Static Binary Analysis Over Hadoop
- 2011 - BAP: A Binary Analysis Platform
- 2009 - Syntax tree fingerprinting for source code similarity detection
- 2008 - BitBlaze: A New Approach to Computer Security via Binary Analysis
- 2005 - Practical analysis of stripped binary code
- 2004 - Detecting kernel-level rootkits through binary analysis
Misc
- 2021 - UAFSan: an object-identifier-based dynamic approach for detecting use-after-free vulnerabilities
- 2021 - SyML: Guiding Symbolic Execution Toward Vulnerable States Through Pattern Learning
- 2021 - LLSC: A Parallel Symbolic Execution Compiler for LLVM IR
- 2021 - FuzzSplore: Visualizing Feedback-Driven Fuzzing Techniques
- 2020 - Memory Error Detection Based on Dynamic Binary Translation
- 2020 - Sydr: Cutting Edge Dynamic Symbolic Execution
- 2020 - DrPin: A dynamic binary instumentator for multiple processor architectures
- 2020 - MVP: Detecting Vulnerabilities using Patch-Enhanced Vulnerability Signatures
- 2020 - Collecting Vulnerable Source Code from Open-Source Repositories for Dataset Generation
- 2020 - LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment through Program Metrics
- 2020 - Dynamic Program Analysis Tools in GCC and CLANG Compilers
- 2020 - On Using k-means Clustering for Test Suite Reduction
- 2020 - Optimizing the Parameters of an Evolutionary Algorithm for Fuzzing and Test Data Generation
- 2020 - Inputs from Hell: Learning Input Distributions for Grammar-Based Test Generation
- 2020 - IdSan: An identity-based memory sanitizer for fuzzing binaries
- 2020 - An experimental study oncombining automated andstochastic test data generation - MASTER THESIS
- 2020 - FuzzGen: Automatic Fuzzer Generation
- 2020 - Fuzzing: On the Exponential Cost of Vulnerability Discovery
- 2020 - Poster: Debugging Inputs
- 2020 - API Misuse Detection in C Programs: Practice on SSL APIs
- 2020 - Egalito: Layout-Agnostic Binary Recompilation
- 2020 - Verifying Software Vulnerabilities in IoT Cryptographic Protocols
- 2020 - ΞΌRAI: Securing Embedded Systems with Return Address Integrity
- 2020 - Fast Bit-Vector Satisfiability
- 2020 - MARDU: Efficient and Scalable Code Re-randomization
- 2020 - Towards formal verification of IoT protocols: A Review
- 2020 - Automating the fuzzing triage process
- 2020 - COMPARING AFL SCALABILITY IN VIRTUAL-AND NATIVE ENVIRONMENT
- 2020 - SYMBION: Interleaving Symbolic with Concrete Execution
- 2020 - Not All Coverage Measurements Are Equal: Fuzzing by Coverage Accounting for Input Prioritization
- 2019 - Toward the Analysis of Embedded Firmware through Automated Re-hosting
- 2019 - FUZZIFICATION: Anti-Fuzzing Techniques
- 2018 - VulinOSS: A Dataset of Security Vulnerabilities in Open-source Systems
- 2018 - HDDr: A Recursive Variantof the Hierarchical Delta Debugging Algorithm
- 2017 - Coarse Hierarchical Delta Debugging
- 2017 - VUDDY: A Scalable Approach for Vulnerable CodeClone Discovery
- 2017 - Postmortem Program Analysis with Hardware-Enhanced Post-Crash Artifacts
- 2017 - Synthesizing Program Input Grammars
- 2017 - Designing New Operating Primitives to Improve Fuzzing Performance
- 2017 - Instruction Punning: Lightweight Instrumentation for x86-64
- 2016 - Modernizing Hierarchical Delta Debugging
- 2016 - VulPecker: An Automated Vulnerability Detection SystemBased on Code Similarity Analysis
- 2016 - CREDAL: Towards Locating a Memory Corruption Vulnerability with Your Core Dump
- 2016 - RETracer: Triaging Crashes by Reverse Execution fromPartial Memory Dumps
- 2015 - PIE: Parser Identification in Embedded Systems
- 2010 - Iterative Delta Debugging
- 2009 - Dynamic Test Generation To Find Integer Bugs in x86 Binary Linux Programs
- 2006 - HDD: Hierarchical Delta Debugging
Surveys, SoKs, and Studies
- 2021 - A Systematic Review of Network Protocol Fuzzing Techniques
- 2021 - Vulnerability Detection is Just the Beginning
- 2021 - Evaluating Synthetic Bugs
- 2020 - A Practical, Principled Measure of Fuzzer Appeal:A Preliminary Study
- 2020 - A Systemic Review of Kernel Fuzzing
- 2020 - A Survey of Hybrid Fuzzing based on Symbolic Execution
- 2020 - A Study on Using Code Coverage Information Extracted from Binary to Guide Fuzzing
- 2020 - Study of Security Flaws in the Linux Kernel by Fuzzing
- 2020 - Dynamic vulnerability detection approaches and tools: State of the Art
- 2020 - Fuzzing: Challenges and Reflections
- 2020 - The Relevance of Classic Fuzz Testing: Have We Solved This One?
- 2020 - A Practical, Principled Measure of Fuzzer Appeal:A Preliminary Study
- 2020 - SoK: All You Ever Wanted to Know About x86/x64 Binary Disassembly But Were Afraid to Ask
- 2020 - A Quantitative Comparison of Coverage-Based Greybox Fuzzers
- 2020 - A Survey of Security Vulnerability Analysis, Discovery, Detection, and Mitigation on IoT Devices
- 2020 - A systematic review of fuzzing based on machine learning techniques
- 2019 - A Survey of Binary Code Similarity
- 2019 - The Art, Science, and Engineering of Fuzzing: A Survey
- 2012 - Regression testingminimization, selection and prioritization: a survey