本日紹介した論文の一覧
Robust Federated Learning Mitigates Client-side Training Data
Distribution Inference Attacks
http://arxiv.org/abs/2403.03149v1
Design of Stochastic Quantizers for Privacy Preservation
http://arxiv.org/abs/2403.03048v1
Mitigating Label Flipping Attacks in Malicious URL Detectors Using
Ensemble Trees
http://arxiv.org/abs/2403.02995v1
Federated Learning Under Attack: Exposing Vulnerabilities through Data
Poisoning Attacks in Computer Networks
http://arxiv.org/abs/2403.02983v1
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors
http://arxiv.org/abs/2403.02955v1
A general approach to enhance the survivability of backdoor attacks by
decision path coupling
http://arxiv.org/abs/2403.02950v1
Mirror Descent Algorithms with Nearly Dimension-Independent Rates for
Differentially-Private Stochastic Saddle-Point Problems
http://arxiv.org/abs/2403.02912v1
Precise Extraction of Deep Learning Models via Side-Channel Attacks on
Edge/Endpoint Devices
http://arxiv.org/abs/2403.02870v1
FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive
Models
http://arxiv.org/abs/2403.02846v1
Here Comes The AI Worm: Unleashing Zero-click Worms that Target
GenAI-Powered Applications
http://arxiv.org/abs/2403.02817v1
Self-adaptive Traffic Anomaly Detection System for IoT Smart Home
Environments
http://arxiv.org/abs/2403.02744v1
Privacy-Aware Semantic Cache for Large Language Models
http://arxiv.org/abs/2403.02694v1
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated
Large Language Model Agents
http://arxiv.org/abs/2403.02691v1
A Dual-Level Cancelable Framework for Palmprint Verification and
Hack-Proof Data Storage
http://arxiv.org/abs/2403.02680v1
Over-The-Air Double-Threshold Deep Learner for Jamming Detection in 5G
RF domain
http://arxiv.org/abs/2403.02645v1
Unsupervised Spatio-Temporal State Estimation for Fine-grained Adaptive
Anomaly Diagnosis of Industrial Cyber-physical Systems
http://arxiv.org/abs/2403.02616v1
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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