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lmql
A language for constraint-guided and efficient LLM programming.silq
securify2
Securify v2.0debin
Machine Learning to Deobfuscate Binarieseran
ETH Robustness Analyzer for Deep Neural Networksdiffai
A certifiable defense against adversarial examples by training neural networks to be provably robustsecurify
[DEPRECATED] Security Scanner for Ethereum Smart ContractsNice2Predict
Learning framework for program property predictionlanguage-model-arithmetic
Controlled Text Generation via Language Model Arithmeticilf
AI based fuzzer based on imitation learningELINA
ELINA: ETH LIbrary for Numerical Analysispsi
Exact Inference Engine for Probabilistic Programssven
dl2
DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, outputs, weights) and to query networks for inputs fulfilling a logical formula.zkay
A programming language and compiler which enable automatic compilation of intuitive data privacy specifications to NIZK-enabled private smart contracts.astarix
AStarix: Fast and Optimal Sequence-to-Graph AlignerTFix
fastsmt
Learning to Solve SMT Formulas Fastlearch
llmprivacy
soltix
SOLTIX: Scalable automated framework for testing Solidity compilers.ChatProtect
This is the code for the paper "Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation".probabilistic-forecasts-attacks
colt
Convex Layerwise Adversarial Training (COLT)SafeCoder
lcifr
Learning Certified Individually Fair Representationsadaptive-auto-attack
dp-sniper
A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.verx-benchmarks
lamp
LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)dp-finder
Differential Privacy Testing Systembayonet
Probabilistic Computer Network Analysisphoenix
Private and Reliable Neural Network Inference (CCS '22)fnf
EventRacer
A race detection tool for event driven applications.learning-real-bug-detector
lassi
Latent Space Smoothing for Individually Fair Representations (ECCV 2022)deepg
Certifying Geometric Robustness of Neural Networksvscode-silq
zapper
watermark-stealing
Watermark Stealing in Large Language Models (ICML '24)guiding-synthesizers
Guiding Program Synthesis by Learning to Generate Exampleslearning-to-configure-networks
[NeurIPS'22] Learning to Configure Computer Networks with Neural Algorithmic ReasoningSABR
bayes-framework-leakage
smoothing-ensembles
[ICLR 2022] Boosting Randomized Smoothing with Variance Reduced ClassifiersUniversalCertificationTheory
Universal Approximation with Certified Networksllm-quantization-attack
eth-sri.github.io
SRI Group WebsiteModelsPHOG
Synthesized models for PHOG to make the results reproducible by the research communitysegmentation-smoothing
Provable robustness for segmentation tasks.3dcertify
3DCertify is the first verifier to certify robustness of point cloud models against semantic transformations and point perturbationsprover
Verifier for Deep Neural Network Audio Processingproof-sharing
CAV'22 paper to speed up Neural Network Verification.mn-bab
[ICLR 2022] Complete Verification via Multi-Neuron Relaxation Guided Branch-and-BoundACE
DFENCE
Dynamic Analysis and Synthesis System for Relaxed Memory ModelsDelta-Siege
automated-error-analysis
Automated Classification of Model Errors on ImageNet (NeurIPS 2023)R4
drs
[NeurIPS 2022] (De-)Randomized Smoothing for Decision Stump Ensemblesparadox
On the Paradox of Certified Training (TMLR 10/2022)fare
FARE: Provably Fair Representation Learning with Practical Certificates (ICML '23)Unqomp
Automated Uncomputation for Quantum Programsfairness-feedback-nlp
Human-Guided Fair Classification for NLP (ICLR 2023, Spotlight)Spire
TAPS
inferui
InferUI: Robust Relational Layouts Synthesis from Examples for Androidabstraqt
transformation-smoothing
Randomized Smoothing for Parametric (Image) Transformationscuts
ACES
[SRML@ICLR 2022] Robust and Accurate -- Compositional Architectures for Randomized Smoothingsynthetiq
DeepT
ncm
Trace Based Supervision for Neural Architecturesmalicious-contamination
CRAFT
fedavg_leakage
Reqomp
ibp-propagation-tightness
tableak
TabLeak: Tabular Data Leakage in Federated Learningdomino
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