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
- ☆66Updated 4 years ago
- Code release for DeepJudge (S&P'22)☆51Updated 2 years ago
- 🔥🔥🔥 Detecting hidden backdoors in Large Language Models with only black-box access☆35Updated 2 months ago
- [NDSS'23] BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense☆17Updated last year
- ☆16Updated 11 months ago
- ☆20Updated last year
- ☆18Updated 2 years ago
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆27Updated 3 years ago
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning☆15Updated 6 months ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆12Updated 2 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆59Updated 3 years ago
- ☆25Updated 3 years ago
- [IEEE S&P'24] ODSCAN: Backdoor Scanning for Object Detection Models☆17Updated 7 months ago
- Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks (IEEE S&P 2024)☆34Updated last month
- ☆25Updated 11 months ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆27Updated 3 months ago
- Distribution Preserving Backdoor Attack in Self-supervised Learning☆16Updated last year
- [NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling☆15Updated 6 months ago
- ☆146Updated 10 months ago
- ☆18Updated 4 years ago
- ☆10Updated 4 years ago
- Official Implementation of NeurIPS 2024 paper - BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens☆23Updated 4 months ago
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- Code for ML Doctor☆91Updated 11 months ago
- This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning…☆19Updated 2 years ago
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆11Updated 11 months ago
- This is the implementation for CVPR 2022 Oral paper "Better Trigger Inversion Optimization in Backdoor Scanning."☆24Updated 3 years ago
- The official code for ``An Engorgio Prompt Makes Large Language Model Babble on''☆14Updated 5 months ago
- A united toolbox for running major robustness verification approaches for DNNs. [S&P 2023]☆90Updated 2 years ago