AIセキュリティポータルbot

VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model

Authors: Tianyu Chen, Lin Li, Liuchuan Zhu, Zongyang Li, Xueqing Liu, Guangtai Liang, Qianxiang Wang, Tao Xie | Published: 2023-08-09 | Updated: 2024-05-18
CVE Information Extraction
Model Performance Evaluation
Challenges of Generative Models
2023.08.09 2025.05.28
Literature Database

Different Mechanisms of Machine Learning and Optimization Algorithms Utilized in Intrusion Detection Systems

Authors: Mohammad Aziz, Ali Saeed Alfoudi | Published: 2023-08-08
Cyber Attack
Machine Learning Technology
2023.08.08 2025.05.28
Literature Database

A Survey on Decentralized Federated Learning

Authors: Edoardo Gabrielli, Giovanni Pica, Gabriele Tolomei | Published: 2023-08-08
Data Protection Method
Integration of Blockchain and FL
Poisoning
2023.08.08 2025.05.28
Literature Database

Pelta: Shielding Transformers to Mitigate Evasion Attacks in Federated Learning

Authors: Simon Queyrut, Yérom-David Bromberg, Valerio Schiavoni | Published: 2023-08-08
Watermarking
Adversarial Attack Methods
Defense Method
2023.08.08 2025.05.28
Literature Database

Accurate, Explainable, and Private Models: Providing Recourse While Minimizing Training Data Leakage

Authors: Catherine Huang, Chelse Swoopes, Christina Xiao, Jiaqi Ma, Himabindu Lakkaraju | Published: 2023-08-08
Data Protection Method
Membership Disclosure Risk
Machine Learning Technology
2023.08.08 2025.05.28
Literature Database

Breaking Speaker Recognition with PaddingBack

Authors: Zhe Ye, Diqun Yan, Li Dong, Kailai Shen | Published: 2023-08-08 | Updated: 2024-03-11
Watermarking
Backdoor Attack
Poisoning
2023.08.08 2025.05.28
Literature Database

Backdoor Federated Learning by Poisoning Backdoor-Critical Layers

Authors: Haomin Zhuang, Mingxian Yu, Hao Wang, Yang Hua, Jian Li, Xu Yuan | Published: 2023-08-08 | Updated: 2024-04-15
Backdoor Attack
Poisoning Attack
Defense Method
2023.08.08 2025.05.28
Literature Database

Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution

Authors: Yixiang Yao, Weizhao Jin, Srivatsan Ravi | Published: 2023-08-07
Watermarking
Data Protection Method
Cryptography
2023.08.07 2025.05.28
Literature Database

“Do Anything Now”: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Authors: Xinyue Shen, Zeyuan Chen, Michael Backes, Yun Shen, Yang Zhang | Published: 2023-08-07 | Updated: 2024-05-15
LLM Security
Character Role Acting
Prompt Injection
2023.08.07 2025.05.28
Literature Database

When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection

Authors: Mohammed Lansari, Reda Bellafqira, Katarzyna Kapusta, Vincent Thouvenot, Olivier Bettan, Gouenou Coatrieux | Published: 2023-08-07
Watermarking
Data Protection Method
Poisoning
2023.08.07 2025.05.28
Literature Database
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