Literature Database

Hardware Design and Security in the Era of Chiplets and LLMs

Authors: Johann Knechtel, Ozgur Sinanoglu, Paul V. Gratz, Ramesh Karri | Published: 2026-08-05
Cooperative Effects with LLM
Intellectual Property Protection
Defense Method

Gradient Immunity: Null-Space Resistance to Malicious Fine-Tuning

Authors: Yuxuan Huang, Xingyu Zeng, Tianhang Zheng, Chaochao Lu | Published: 2026-08-05
透かし手法
Watermark Evaluation
Defense Method

Private Direct Preference Optimization for LLM Alignment

Authors: Yangfan Jiang, Fei Wei, Ergute Bao, Xiaokui Xiao, Yaliang Li, Bolin Ding | Published: 2026-08-05
Alignment
Privacy Protection Method
Personalization Method

LLM-Assisted Detection and Repair of Hardware Security Vulnerabilities in Verilog Designs

Authors: Ethen Santana, Gabriel Gyaase, Hao Zheng | Published: 2026-08-05
Cooperative Effects with LLM
Prompt leaking
Vulnerability Prediction

When Shared Rollouts Fail in Defensive Driving Evaluation: A NAVSIM Score Basis Audit

Authors: Ziang Wei, Minjun Yu, Zheyuan Lai, Mingjie Pang, Wei Li | Published: 2026-08-05
Simulation Result Evaluation
行動分析手法
Watermark Evaluation

PURPOSE: Poisoning Conflict Resolution in RAG via Proxy-Fact-Grounded Updates

Authors: Zijian Wang, Yubo Zhu, Muzhi Dong, Yanjun Lou, Yisheng Li, ZiLiang Zhang, Wei Tong, Yuan Zhang, Jingyu Hua, Sheng Zhong | Published: 2026-08-05
Poisoning attack on RAG
攻撃計画手法
Defense Method

“Allow” to Achieve, Over-Privileged Inadvertently: The Unintended Cost of Task-Completion-Driven Pop-up Decisions in Mobile GUI Agents

Authors: Dongsheng Chen, Yuxuan Li, Guanhua Chen, Jiaxin Zhang, Xiangyu Zhao, Lei Ma, Xin Yao, Xuetao Wei | Published: 2026-08-05
Task Design
Prompt leaking
リスクとメカニズム

Breadcrumbing Search Agents

Authors: Xuebin Li, Hanqing Zhao, Siyuan Liang, Kejiang Chen, Weiming Zhang, Dacheng Tao, Nenghai Yu | Published: 2026-08-05
攻撃計画手法
Vulnerability Mitigation Technique
Watermark Evaluation

Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness

Authors: Haoting Qian, Qingjie Zhang, Zhicong Huang, Cheng Hong, Han Qiu | Published: 2026-08-05
Machine learning
Model Interpretability
Digital Watermarking for Generative AI

TwinIR: Coordinated Invisible Dual-Point Attacks on Online HD Map Construction

Authors: Haibo Hu, Jianghuai Deng, Chen Tang, Yang Lou, Qian Xu, Jianping Wang | Published: 2026-08-05
攻撃計画手法
Adversarial attack
透かし手法