DePrompt: Desensitization and Evaluation of Personal Identifiable Information in Large Language Model Prompts
Authors: Xiongtao Sun, Gan Liu, Zhipeng He, Hui Li, Xiaoguang Li | Published: 2024-08-16
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A Robust Multi-Stage Intrusion Detection System for In-Vehicle Network Security using Hierarchical Federated Learning
Authors: Muzun Althunayyan, Amir Javed, Omer Rana | Published: 2024-08-15
Random Gradient Masking as a Defensive Measure to Deep Leakage in Federated Learning
Authors: Joon Kim, Sejin Park | Published: 2024-08-15
Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks
Authors: Jiawei Zhao, Kejiang Chen, Xiaojian Yuan, Weiming Zhang | Published: 2024-08-15 | Updated: 2024-08-22
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment
Authors: Zongzong Wu, Fengxiao Tang, Ming Zhao, Yufeng Li | Published: 2024-08-15
Extending Network Intrusion Detection with Enhanced Particle Swarm Optimization Techniques
Authors: Surasit Songma, Watcharakorn Netharn, Siriluck Lorpunmanee | Published: 2024-08-14
SAGE-RT: Synthetic Alignment data Generation for Safety Evaluation and Red Teaming
Authors: Anurakt Kumar, Divyanshu Kumar, Jatan Loya, Nitin Aravind Birur, Tanay Baswa, Sahil Agarwal, Prashanth Harshangi | Published: 2024-08-14
LLM-Enhanced Static Analysis for Precise Identification of Vulnerable OSS Versions
Authors: Yiran Cheng, Lwin Khin Shar, Ting Zhang, Shouguo Yang, Chaopeng Dong, David Lo, Shichao Lv, Zhiqiang Shi, Limin Sun | Published: 2024-08-14
FedMADE: Robust Federated Learning for Intrusion Detection in IoT Networks Using a Dynamic Aggregation Method
Authors: Shihua Sun, Pragya Sharma, Kenechukwu Nwodo, Angelos Stavrou, Haining Wang | Published: 2024-08-13
Casper: Prompt Sanitization for Protecting User Privacy in Web-Based Large Language Models
Authors: Chun Jie Chong, Chenxi Hou, Zhihao Yao, Seyed Mohammadjavad Seyed Talebi | Published: 2024-08-13