Literature Database

Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion

Authors: Guanchu Wang, Yu-Neng Chuang, Ruixiang Tang, Shaochen Zhong, Jiayi Yuan, Hongye Jin, Zirui Liu, Vipin Chaudhary, Shuai Xu, James Caverlee, Xia Hu | Published: 2024-10-06
LLM Security
Cryptography
2024.10.06 2025.05.27
Literature Database

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
LLM Security
Prompt Injection
Attack Method
2024.10.05 2025.05.27
Literature Database

DiDOTS: Knowledge Distillation from Large-Language-Models for Dementia Obfuscation in Transcribed Speech

Authors: Dominika Woszczyk, Soteris Demetriou | Published: 2024-10-05
LLM Performance Evaluation
Privacy Protection
2024.10.05 2025.05.27
Literature Database

pFedGame — Decentralized Federated Learning using Game Theory in Dynamic Topology

Authors: Monik Raj Behera, Suchetana Chakraborty | Published: 2024-10-05
Simulation Result Evaluation
Privacy Protection
2024.10.05 2025.05.27
Literature Database

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
Negative Training
Backdoor Attack
Prompt Injection
2024.10.05 2025.05.27
Literature Database

An Intelligent Native Network Slicing Security Architecture Empowered by Federated Learning

Authors: Rodrigo Moreira, Rodolfo S. Villaca, Moises R. N. Ribeiro, Joberto S. B. Martins, Joao Henrique Correa, Tereza C. Carvalho, Flavio de Oliveira Silva | Published: 2024-10-04
Network Slicing
Experimental Validation
2024.10.04 2025.05.27
Literature Database

DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction

Authors: Xinwei Zhang, Zhiqi Bu, Borja Balle, Mingyi Hong, Meisam Razaviyayn, Vahab Mirrokni | Published: 2024-10-04 | Updated: 2025-04-29
Framework
Optimization Problem
2024.10.04 2025.05.27
Literature Database

Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs

Authors: Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta | Published: 2024-10-04
AI Compliance
LLM Security
Framework
2024.10.04 2025.05.27
Literature Database

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
LLM Security
Prompt Injection
Dynamic Vulnerability Management
2024.10.04 2025.05.27
Literature Database

An Intelligent Quantum Cyber-Security Framework for Healthcare Data Management

Authors: Kishu Gupta, Deepika Saxena, Pooja Rani, Jitendra Kumar, Aaisha Makkar, Ashutosh Kumar Singh, Chung-Nan Lee | Published: 2024-10-04
Privacy Protection
Quantum Framework
Quantum Cryptography Technology
2024.10.04 2025.05.27
Literature Database
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