Bias Detection in AI Output

From Threat Intelligence to Detection: Knowledge-driven Enrichment and Template-based Rule Grounding for Automated Sigma Rule Generation

Authors: Sepehr Ghaffarzadegan, Boubakr Nour, Makan Pourzandi, Mourad Debbabi, Chadi Assi | Published: 2026-08-19
Bias Detection in AI Output
Cyber Threat
攻撃手法評価
2026.08.19 2026.08.21
Literature Database

Large Audio Language Models for Spoofing-Aware Speaker Verification

Authors: Sofya Savelyeva, Mariia Perunova, Evgeny Kushnir, Artem Dvirniak, Dmitrii Korzh, Oleg Y. Rogov | Published: 2026-07-16
Bias Detection in AI Output
SASV手法
評価メトリクス
2026.07.16 2026.07.18
Literature Database

SoK: AI-Augmented Binary Reversing

Authors: Yujeong Kwon, Yiyue Zhang, Shakhzod Yuldoshkhujaev, Kexin Pei, Dokyung Song, Hyungjoon Koo | Published: 2026-06-16
Bias Detection in AI Output
Data-Driven Vulnerability Assessment
Vulnerability Assessment Method
2026.06.16 2026.06.18
Literature Database

Defenses at Odds: Measuring and Explaining Defense Conflicts in Large Language Models

Authors: Xiangtao Meng, Wenyu Chen, Chuanchao Zang, Xinyu Gao, Jianing Wang, Li Wang, Zheng Li, Shanqing Guo | Published: 2026-05-14
Bias Detection in AI Output
Data Protection Method
Model DoS
2026.05.14 2026.05.16
Literature Database

A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations

Authors: Zihan Liu, Yizhen Wang, Rui Wang, Xiu Tang, Sai Wu | Published: 2026-04-27
Bias Detection in AI Output
Privacy Protection Method
Federated Learning
2026.04.27 2026.04.29
Literature Database

Blockchain and AI: Securing Intelligent Networks for the Future

Authors: Joy Dutta, Hossien B. Eldeeb, Tu Dac Ho | Published: 2026-04-07
Bias Detection in AI Output
Alignment
Blockchain
2026.04.07 2026.04.09
Literature Database

In-Context Probing for Membership Inference in Fine-Tuned Language Models

Authors: Zhexi Lu, Hongliang Chi, Nathalie Baracaldo, Swanand Ravindra Kadhe, Yuseok Jeon, Lei Yu | Published: 2025-12-18
Bias Detection in AI Output
Privacy-Preserving Machine Learning
Prompt leaking
2025.12.18 2025.12.20
Literature Database

LLM-Assisted Web Measurements

Authors: Simone Bozzolan, Stefano Calzavara, Lorenzo Cazzaro | Published: 2025-10-09
Bias Detection in AI Output
Application Classification Method
Prompt Injection
2025.10.09 2025.10.11
Literature Database

Defending MoE LLMs against Harmful Fine-Tuning via Safety Routing Alignment

Authors: Jaehan Kim, Minkyoo Song, Seungwon Shin, Sooel Son | Published: 2025-09-26 | Updated: 2025-10-09
Bias Detection in AI Output
Robustness
Defense Mechanism
2025.09.26 2025.10.11
Literature Database

A Large Language Model-Supported Threat Modeling Framework for Transportation Cyber-Physical Systems

Authors: M Sabbir Salek, Mashrur Chowdhury, Muhaimin Bin Munir, Yuchen Cai, Mohammad Imtiaz Hasan, Jean-Michel Tine, Latifur Khan, Mizanur Rahman | Published: 2025-06-01 | Updated: 2025-07-28
Bias Detection in AI Output
Poisoning attack on RAG
Vulnerability Assessment Method
2025.06.01 2025.07.30
Literature Database
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