PILLAR: an AI-Powered Privacy Threat Modeling Tool
Authors: Majid Mollaeefar, Andrea Bissoli, Silvio Ranise | Published: 2024-10-11
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APOLLO: A GPT-based tool to detect phishing emails and generate explanations that warn users
Authors: Giuseppe Desolda, Francesco Greco, Luca Viganò | Published: 2024-10-10
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
Authors: Tong Wu, Shujian Zhang, Kaiqiang Song, Silei Xu, Sanqiang Zhao, Ravi Agrawal, Sathish Reddy Indurthi, Chong Xiang, Prateek Mittal, Wenxuan Zhou | Published: 2024-10-09
Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems
Authors: Donghyun Lee, Mo Tiwari | Published: 2024-10-09
Hallucinating AI Hijacking Attack: Large Language Models and Malicious Code Recommenders
Authors: David Noever, Forrest McKee | Published: 2024-10-09
SecAlign: Defending Against Prompt Injection with Preference Optimization
Authors: Sizhe Chen, Arman Zharmagambetov, Saeed Mahloujifar, Kamalika Chaudhuri, David Wagner, Chuan Guo | Published: 2024-10-07 | Updated: 2025-01-13
Enhancing Android Malware Detection: The Influence of ChatGPT on Decision-centric Task
Authors: Yao Li, Sen Fang, Tao Zhang, Haipeng Cai | Published: 2024-10-06
Harnessing Task Overload for Scalable Jailbreak Attacks on Large Language Models
Authors: Yiting Dong, Guobin Shen, Dongcheng Zhao, Xiang He, Yi Zeng | Published: 2024-10-05
ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs
Authors: Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Zhuo Zhang, Xiangyu Zhang | Published: 2024-10-05
Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs
Authors: Tomas Bueno Momcilovic, Dian Balta, Beat Buesser, Giulio Zizzo, Mark Purcell | Published: 2024-10-04