AIセキュリティポータルbot

What your brain activity says about you: A review of neuropsychiatric disorders identified in resting-state and sleep EEG data

Authors: J. E. M. Scanlon, A. Pelzer, M. Gharleghi, K. C. Fuhrmeister, T. Köllmer, P. Aichroth, R. Göder, C. Hansen, K. I. Wolf | Published: 2025-10-06
Privacy-Preserving Machine Learning
Signal Processing
医療診断属性
2025.10.06 2025.10.08
Literature Database

Federated Computation of ROC and PR Curves

Authors: Xuefeng Xu, Graham Cormode | Published: 2025-10-06
Trade-off Analysis
Privacy-Preserving Machine Learning
Approximation Error of Negative Inputs
2025.10.06 2025.10.08
Literature Database

Unified Threat Detection and Mitigation Framework (UTDMF): Combating Prompt Injection, Deception, and Bias in Enterprise-Scale Transformers

Authors: Santhosh KumarRavindran | Published: 2025-10-06
Indirect Prompt Injection
Bias Mitigation Techniques
防御手法の統合
2025.10.06 2025.10.08
Literature Database

P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs

Authors: Shuai Zhao, Xinyi Wu, Shiqian Zhao, Xiaobao Wu, Zhongliang Guo, Yanhao Jia, Anh Tuan Luu | Published: 2025-10-06
Prompt Injection
Prompt validation
防御手法の統合
2025.10.06 2025.10.08
Literature Database

Autonomy Matters: A Study on Personalization-Privacy Dilemma in LLM Agents

Authors: Zhiping Zhang, Yi Evie Zhang, Freda Shi, Tianshi Li | Published: 2025-10-06
Indirect Prompt Injection
Privacy-Preserving Machine Learning
User Activity Analysis
2025.10.06 2025.10.08
Literature Database

Machine Unlearning Meets Adversarial Robustness via Constrained Interventions on LLMs

Authors: Fatmazohra Rezkellah, Ramzi Dakhmouche | Published: 2025-10-03 | Updated: 2025-10-15
Identification of AI Output
Robustness
Large Language Model
2025.10.03 2025.10.17
Literature Database

CryptOracle: A Modular Framework to Characterize Fully Homomorphic Encryption

Authors: Cory Brynds, Parker McLeod, Lauren Caccamise, Asmita Pal, Dewan Saiham, Sazadur Rahman, Joshua San Miguel, Di Wu | Published: 2025-10-03 | Updated: 2025-10-13
Energy-Based Model
Encryption Technology
Statistical Analysis
2025.10.03 2025.10.15
Literature Database

NEXUS: Network Exploration for eXploiting Unsafe Sequences in Multi-Turn LLM Jailbreaks

Authors: Javad Rafiei Asl, Sidhant Narula, Mohammad Ghasemigol, Eduardo Blanco, Daniel Takabi | Published: 2025-10-03 | Updated: 2025-10-21
Prompt Injection
Large Language Model
脱獄手法
2025.10.03 2025.10.23
Literature Database

UpSafe$^\circ$C: Upcycling for Controllable Safety in Large Language Models

Authors: Yuhao Sun, Zhuoer Xu, Shiwen Cui, Kun Yang, Lingyun Yu, Yongdong Zhang, Hongtao Xie | Published: 2025-10-02
Relationship of AI Systems
Improvement of Learning
防御手法の統合
2025.10.02 2025.10.04
Literature Database

FalseCrashReducer: Mitigating False Positive Crashes in OSS-Fuzz-Gen Using Agentic AI

Authors: Paschal C. Amusuo, Dongge Liu, Ricardo Andres Calvo Mendez, Jonathan Metzman, Oliver Chang, James C. Davis | Published: 2025-10-02
Program Analysis
Prompt Injection
誤検知管理
2025.10.02 2025.10.04
Literature Database
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