Literature Database

Attacking Delay-based PUFs with Minimal Adversary Model

Authors: Hongming Fei, Owen Millwood, Prosanta Gope, Jack Miskelly, Biplab Sikdar | Published: 2024-03-01
Evaluation Methods for PUF
Model Performance Evaluation
Attack Method

Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models

Authors: Jiandong Jin, Bowen Tang, Mingxuan Ma, Xiao Liu, Yunfei Wang, Qingnan Lai, Jia Yang, Changling Zhou | Published: 2024-03-01
Cybersecurity
Enhancement of Strategic Insights
Vulnerability Management

Teach LLMs to Phish: Stealing Private Information from Language Models

Authors: Ashwinee Panda, Christopher A. Choquette-Choo, Zhengming Zhang, Yaoqing Yang, Prateek Mittal | Published: 2024-03-01
Backdoor Attack
Phishing Detection
Prompt Injection

Shifted Interpolation for Differential Privacy

Authors: Jinho Bok, Weijie Su, Jason M. Altschuler | Published: 2024-03-01 | Updated: 2024-06-12
Privacy Protection Method
Convergence Guarantee
Loss Function

OPAF: Optimized Secure Two-Party Computation Protocols for Nonlinear Activation Functions in Recurrent Neural Network

Authors: Qian Feng, Zhihua Xia, Zhifeng Xu, Jiasi Weng, Jian Weng | Published: 2024-03-01
Multi-Party Computation
Computational Efficiency
Communication Efficiency

Watermark Stealing in Large Language Models

Authors: Nikola Jovanović, Robin Staab, Martin Vechev | Published: 2024-02-29 | Updated: 2024-06-24
Model Extraction Attack
Large Language Model
Taxonomy of Attacks

PRSA: PRompt Stealing Attacks against Large Language Models

Authors: Yong Yang, Changjiang Li, Yi Jiang, Xi Chen, Haoyu Wang, Xuhong Zhang, Zonghui Wang, Shouling Ji | Published: 2024-02-29 | Updated: 2024-06-08
LLM Performance Evaluation
Prompt Injection
Prompt Engineering

Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction

Authors: Tong Liu, Yingjie Zhang, Zhe Zhao, Yinpeng Dong, Guozhu Meng, Kai Chen | Published: 2024-02-28 | Updated: 2024-06-10
LLM Security
LLM Performance Evaluation
Prompt Injection

ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection

Authors: Takashi Koide, Naoki Fukushi, Hiroki Nakano, Daiki Chiba | Published: 2024-02-28 | Updated: 2024-08-23
Phishing Detection
Prompt Injection
Email Security

Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models

Authors: Mingjia Huo, Sai Ashish Somayajula, Youwei Liang, Ruisi Zhang, Farinaz Koushanfar, Pengtao Xie | Published: 2024-02-28 | Updated: 2024-06-06
Watermarking
Prompt Injection
Multi-Objective Optimization