Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models

Authors: Alkis Kalavasis, Amin Karbasi, Argyris Oikonomou, Katerina Sotiraki, Grigoris Velegkas, Manolis Zampetakis | Published: 2024-06-09 | Updated: 2024-09-07

How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States

Authors: Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li | Published: 2024-06-09 | Updated: 2024-06-13

Blockchain Integrated Federated Learning in Edge-Fog-Cloud Systems for IoT based Healthcare Applications A Survey

Authors: Shinu M. Rajagopal, Supriya M., Rajkumar Buyya | Published: 2024-06-08

A Novel Generative AI-Based Framework for Anomaly Detection in Multicast Messages in Smart Grid Communications

Authors: Aydin Zaboli, Seong Lok Choi, Tai-Jin Song, Junho Hong | Published: 2024-06-08

Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection

Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2024-06-07

Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs

Authors: Fan Liu, Zhao Xu, Hao Liu | Published: 2024-06-07

Concept Drift Detection using Ensemble of Integrally Private Models

Authors: Ayush K. Varshney, Vicenc Torra | Published: 2024-06-07

Auditing Differential Privacy Guarantees Using Density Estimation

Authors: Antti Koskela, Jafar Mohammadi | Published: 2024-06-07 | Updated: 2024-10-11

GENIE: Watermarking Graph Neural Networks for Link Prediction

Authors: Venkata Sai Pranav Bachina, Ankit Gangwal, Aaryan Ajay Sharma, Charu Sharma | Published: 2024-06-07 | Updated: 2025-01-12

When Swarm Learning meets energy series data: A decentralized collaborative learning design based on blockchain

Authors: Lei Xu, Yulong Chen, Yuntian Chen, Longfeng Nie, Xuetao Wei, Liang Xue, Dongxiao Zhang | Published: 2024-06-07