PurduePAML / Machine-Learning-Security-SeminarLinks
Machine Learning & Security Seminar @Purdue University
☆25Updated 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:
- ☆19Updated last year
- Code release for DeepJudge (S&P'22)☆52Updated 2 years ago
- ☆68Updated 5 years ago
- Code release for RobOT (ICSE'21)☆15Updated 3 years ago
- [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense☆17Updated last year
- ☆17Updated last year
- 🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access☆50Updated 6 months ago
- ☆20Updated last year
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆28Updated 4 years ago
- ☆25Updated 4 years ago
- Official repo for "ProSec: Fortifying Code LLMs with Proactive Security Alignment"☆16Updated 9 months ago
- A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]☆90Updated 2 years ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Updated 3 years ago
- Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks (IEEE S&P 2024)☆34Updated 6 months ago
- Distribution Preserving Backdoor Attack in Self-supervised Learning☆20Updated last year
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Updated 3 years ago
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning☆15Updated 11 months ago
- ☆18Updated 3 years ago
- ☆26Updated last year
- This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning…☆19Updated 2 years ago
- ☆37Updated last year
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models☆20Updated 2 months ago
- ☆11Updated 5 years ago
- This is the official code repository for paper "Exploiting the Adversarial Example Vulnerability of Transfer Learning of Source Code".☆16Updated 3 months ago
- ☆13Updated 9 months ago
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries☆56Updated last month
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- Siren: Byzantine-robust Federated Learning via Proactive Alarming (SoCC '21)☆11Updated last year
- ☆151Updated last year
- Code for paper "SrcMarker: Dual-Channel Source Code Watermarking via Scalable Code Transformations" (IEEE S&P 2024)☆33Updated last year