PurduePAML / Machine-Learning-Security-SeminarLinks
Machine Learning & Security Seminar @Purdue University
โ25Updated 2 years ago
Alternatives and similar repositories for Machine-Learning-Security-Seminar
Users that are interested in Machine-Learning-Security-Seminar are comparing it to the libraries listed below
Sorting:
- โ19Updated last year
- ๐ฅ๐ฅ๐ฅ Detecting hidden backdoors in Large Language Models with only black-box accessโ44Updated 4 months ago
- [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defenseโ17Updated last year
- โ66Updated 5 years ago
- Code release for RobOT (ICSE'21)โ15Updated 2 years ago
- โ20Updated last year
- Code release for DeepJudge (S&P'22)โ51Updated 2 years ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Securโฆโ12Updated 3 years ago
- Code for paper "SrcMarker: Dual-Channel Source Code Watermarking via Scalable Code Transformations" (IEEE S&P 2024)โ30Updated last year
- โ16Updated last year
- Official repo for "ProSec: Fortifying Code LLMs with Proactive Security Alignment"โ15Updated 6 months ago
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdfโ27Updated 3 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiersโ59Updated 3 years ago
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Modelsโ16Updated this week
- Distribution Preserving Backdoor Attack in Self-supervised Learningโ17Updated last year
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioningโ15Updated 8 months ago
- This is the official code repository for paper "Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code".โ13Updated 2 weeks ago
- โ25Updated 3 years ago
- ๐ฎReasoning for Safer Code Generation; ๐ฅWinner Solution of Amazon Nova AI Challenge 2025โ27Updated last month
- A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]โ90Updated 2 years ago
- Code for ML Doctorโ90Updated last year
- Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks (IEEE S&P 2024)โ34Updated 3 months ago
- โ18Updated 3 years ago
- A toolbox for backdoor attacks.โ22Updated 2 years ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacksโ26Updated 5 months ago
- โ148Updated last year
- โ11Updated 4 years ago
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queriesโ45Updated 2 months ago
- [NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Samplingโ14Updated 8 months ago
- โ35Updated 11 months ago