Jailbroken: How Does LLM Safety Training Fail?
Authors: Alexander Wei, Nika Haghtalab, Jacob Steinhardt | Published: 2023-07-05
Security Assurance
Vulnerable Source Code Detection using SonarCloud Code Analysis
Authors: Alifia Puspaningrum, Muhammad Anis Al Hilmi, Darsih, Muhamad Mustamiin, Maulana Ilham Ginanjar | Published: 2023-07-05
Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction
Authors: Zitao Chen, Karthik Pattabiraman | Published: 2023-07-04
New intelligent defense systems to reduce the risks of Selfish Mining and Double-Spending attacks using Learning Automata
Authors: Seyed Ardalan Ghoreishi, Mohammad Reza Meybodi | Published: 2023-07-02 | Updated: 2024-03-08
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD
Authors: Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov, Nicolas Papernot | Published: 2023-07-01 | Updated: 2024-07-16
Large Language Models for Code: Security Hardening and Adversarial Testing
Authors: Jingxuan He, Martin Vechev | Published: 2023-02-10 | Updated: 2024-08-16
RADAR: A TTP-based Extensible, Explainable, and Effective System for Network Traffic Analysis and Malware Detection
Authors: Yashovardhan Sharma, Simon Birnbach, Ivan Martinovic | Published: 2022-12-07 | Updated: 2023-04-13
Targets in Reinforcement Learning to solve Stackelberg Security Games
Authors: Saptarashmi Bandyopadhyay, Chenqi Zhu, Philip Daniel, Joshua Morrison, Ethan Shay, John Dickerson | Published: 2022-11-30
BLADERUNNER: Rapid Countermeasure for Synthetic (AI-Generated) StyleGAN Faces
Authors: Adam Dorian Wong | Published: 2022-10-12 | Updated: 2022-10-28
A Certifiable Security Patch for Object Tracking in Self-Driving Systems via Historical Deviation Modeling
Authors: Xudong Pan, Qifan Xiao, Mi Zhang, Min Yang | Published: 2022-07-18