Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents
Authors: Juhee Kim, Woohyuk Choi, Byoungyoung Lee | Published: 2025-03-17 | Updated: 2025-04-21
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BLIA: Detect model memorization in binary classification model through passive Label Inference attack
Authors: Mohammad Wahiduzzaman Khan, Sheng Chen, Ilya Mironov, Leizhen Zhang, Rabib Noor | Published: 2025-03-17
Enforcing Cybersecurity Constraints for LLM-driven Robot Agents for Online Transactions
Authors: Shraddha Pradipbhai Shah, Aditya Vilas Deshpande | Published: 2025-03-17
Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning
Authors: Ze Yang, Yihong Jin, Yihan Zhang, Juntian Liu, Xinhe Xu | Published: 2025-03-15
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
Authors: Mayank Kumar, Jiaqi Xue, Mengxin Zheng, Qian Lou | Published: 2025-03-15
Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis
Authors: Xiaoyu Wu, Yifei Pang, Terrance Liu, Steven Wu | Published: 2025-03-15
Identifying Likely-Reputable Blockchain Projects on Ethereum
Authors: Cyrus Malik, Josef Bajada, Joshua Ellul | Published: 2025-03-14
Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection
Authors: Tianwei Lan, Luca Demetrio, Farid Nait-Abdesselam, Yufei Han, Simone Aonzo | Published: 2025-03-14
Synthesizing Access Control Policies using Large Language Models
Authors: Adarsh Vatsa, Pratyush Patel, William Eiers | Published: 2025-03-14
Align in Depth: Defending Jailbreak Attacks via Progressive Answer Detoxification
Authors: Yingjie Zhang, Tong Liu, Zhe Zhao, Guozhu Meng, Kai Chen | Published: 2025-03-14