Description

本日紹介した論文の一覧

• JPRO: Automated Multimodal Jailbreaking via Multi-Agent Collaboration
  Framework
  http://arxiv.org/abs/2511.07315v1

• Privacy on the Fly: A Predictive Adversarial Transformation Network for
  Mobile Sensor Data
  http://arxiv.org/abs/2511.07242v1

• Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with
  Generative Trigger Optimization
  http://arxiv.org/abs/2511.07210v1

• LiteUpdate: A Lightweight Framework for Updating AI-Generated Image
  Detectors
  http://arxiv.org/abs/2511.07192v1

• On Stealing Graph Neural Network Models
  http://arxiv.org/abs/2511.07170v1

• Harnessing Sparsification in Federated Learning: A Secure, Efficient,
  and Differentially Private Realization
  http://arxiv.org/abs/2511.07123v1

• E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End
  Speech Synthesis
  http://arxiv.org/abs/2511.07099v1

• Improving Deepfake Detection with Reinforcement Learning-Based Adaptive
  Data Augmentation
  http://arxiv.org/abs/2511.07051v1

• From Pretrain to Pain: Adversarial Vulnerability of Video Foundation
  Models Without Task Knowledge
  http://arxiv.org/abs/2511.07049v1

• 3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition
  http://arxiv.org/abs/2511.07040v1

• Uncovering Pretraining Code in LLMs: A Syntax-Aware Attribution Approach
  http://arxiv.org/abs/2511.07033v1

• HLPD: Aligning LLMs to Human Language Preference for Machine-Revised
  Text Detection
  http://arxiv.org/abs/2511.06942v1

• Nearly-Optimal Private Selection via Gaussian Mechanism
  http://arxiv.org/abs/2511.06871v1

• Generalized Security-Preserving Refinement for Concurrent Systems
  http://arxiv.org/abs/2511.06862v1

• Differentiated Directional Intervention A Framework for Evading LLM
  Safety Alignment
  http://arxiv.org/abs/2511.06852v1

• Adversarial Node Placement in Decentralized Federated Learning: Maximum
  Spanning-Centrality Strategy and Performance Analysis
  http://arxiv.org/abs/2511.06742v1

• PhaseSeed: Precise Call Graph Construction for Split-Phase Applications
  using Dynamic Seeding
  http://arxiv.org/abs/2511.06661v1

• Secure Low-altitude Maritime Communications via Intelligent Jamming
  http://arxiv.org/abs/2511.06659v1

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。