本日紹介した論文の一覧
Empowering Manufacturers with Privacy-Preserving AI Tools: A Case Study
in Privacy-Preserving Machine Learning to Solve Real-World Problems
http://arxiv.org/abs/2507.01808v1
Signals and Symptoms: ICS Attack Dataset From Railway Cyber Range
http://arxiv.org/abs/2507.01768v1
Tuning without Peeking: Provable Privacy and Generalization Bounds for
LLM Post-Training
http://arxiv.org/abs/2507.01752v1
Towards Better Attribute Inference Vulnerability Measures
http://arxiv.org/abs/2507.01710v1
Graph Representation-based Model Poisoning on Federated LLMs in
CyberEdge Networks
http://arxiv.org/abs/2507.01694v1
EGNInfoLeaker: Unveiling the Risks of Public Key Reuse and User Identity
Leakage in Blockchain
http://arxiv.org/abs/2507.01635v1
Survivability of Backdoor Attacks on Unconstrained Face Recognition
Systems
http://arxiv.org/abs/2507.01607v1
A Privacy-Preserving Indoor Localization System based on Hierarchical
Federated Learning
http://arxiv.org/abs/2507.01581v1
On the Effect of Ruleset Tuning and Data Imbalance on Explainable
Network Security Alert Classifications: a Case-Study on DeepCASE
http://arxiv.org/abs/2507.01571v1
Cybersecurity Issues in Local Energy Markets
http://arxiv.org/abs/2507.01536v1
SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via
Prune-then-Restore Mechanism
http://arxiv.org/abs/2507.01513v1
How to Securely Shuffle? A survey about Secure Shufflers for
privacy-preserving computations
http://arxiv.org/abs/2507.01487v1
A new efficient RPKI Design
http://arxiv.org/abs/2507.01465v1
Rational Censorship Attack: Breaking Blockchain with a Blackboard
http://arxiv.org/abs/2507.01453v1
A Compact 16-bit S-box over Tower Field $\F_{(((2^2)^2)^2)^2}$ with High
Security
http://arxiv.org/abs/2507.01423v1
ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks
http://arxiv.org/abs/2507.01321v1
Hardness of Quantum Distribution Learning and Quantum Cryptography
http://arxiv.org/abs/2507.01292v1
なお、ポッドキャスト内で紹介する内容は、各論文の概要を日本語で解説したもので、論文概要の著作権は論文著者に帰属します。
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