AIセキュリティポータルbot

Enhancing Vulnerability Prioritization: Data-Driven Exploit Predictions with Community-Driven Insights

Authors: Jay Jacobs, Sasha Romanosky, Octavian Suciu, Benjamin Edwards, Armin Sarabi | Published: 2023-02-27 | Updated: 2023-06-15
Data Collection
Model Performance Evaluation
Vulnerability Prediction
2023.02.27 2025.05.28
Literature Database

From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning

Authors: Edwige Cyffers, Aurélien Bellet, Debabrota Basu | Published: 2023-02-24 | Updated: 2023-07-12
Privacy Enhancing Technology
Convergence Analysis
Fixed Point Iteration Method
2023.02.24 2025.05.28
Literature Database

Harnessing the Speed and Accuracy of Machine Learning to Advance Cybersecurity

Authors: Khatoon Mohammed | Published: 2023-02-24 | Updated: 2024-03-02
Watermarking
Software Security
Vulnerability Analysis
2023.02.24 2025.05.28
Literature Database

On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space

Authors: Yuyang Deng, Nidham Gazagnadou, Junyuan Hong, Mehrdad Mahdavi, Lingjuan Lyu | Published: 2023-02-23
DNN IP Protection Method
Watermarking
Model Performance Evaluation
2023.02.23 2025.05.28
Literature Database

Not what you’ve signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection

Authors: Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz | Published: 2023-02-23 | Updated: 2023-05-05
Indirect Prompt Injection
Prompt Injection
Malicious Prompt
2023.02.23 2025.05.28
Literature Database

PAD: Towards Principled Adversarial Malware Detection Against Evasion Attacks

Authors: Deqiang Li, Shicheng Cui, Yun Li, Jia Xu, Fu Xiao, Shouhuai Xu | Published: 2023-02-22 | Updated: 2023-04-06
DNN IP Protection Method
Watermarking
Vulnerability detection
2023.02.22 2025.05.28
Literature Database

MultiRobustBench: Benchmarking Robustness Against Multiple Attacks

Authors: Sihui Dai, Saeed Mahloujifar, Chong Xiang, Vikash Sehwag, Pin-Yu Chen, Prateek Mittal | Published: 2023-02-21 | Updated: 2023-07-20
DNN IP Protection Method
Poisoning
Model Performance Evaluation
2023.02.21 2025.05.28
Literature Database

Generalization Bounds for Adversarial Contrastive Learning

Authors: Xin Zou, Weiwei Liu | Published: 2023-02-21
Watermarking
Model Performance Evaluation
Adversarial Example
2023.02.21 2025.05.28
Literature Database

Poisoning Web-Scale Training Datasets is Practical

Authors: Nicholas Carlini, Matthew Jagielski, Christopher A. Choquette-Choo, Daniel Paleka, Will Pearce, Hyrum Anderson, Andreas Terzis, Kurt Thomas, Florian Tramèr | Published: 2023-02-20 | Updated: 2024-05-06
Poisoning
Attack Scenario Analysis
Adversarial attack
2023.02.20 2025.05.28
Literature Database

WW-FL: Secure and Private Large-Scale Federated Learning

Authors: Felix Marx, Thomas Schneider, Ajith Suresh, Tobias Wehrle, Christian Weinert, Hossein Yalame | Published: 2023-02-20 | Updated: 2025-10-14
Trigger Detection
Privacy Enhancing Technology
Poisoning
2023.02.20 2025.10.16
Literature Database
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