Description

本日紹介した論文の一覧

• Recovering the Pre-Fine-Tuning Weights of Generative Models
  http://arxiv.org/abs/2402.10208v1

• A chaotic maps-based privacy-preserving distributed deep learning for
  incomplete and Non-IID datasets
  http://arxiv.org/abs/2402.10145v1

• Transaction Capacity, Security and Latency in Blockchains
  http://arxiv.org/abs/2402.10138v1

• FedRDF: A Robust and Dynamic Aggregation Function against Poisoning
  Attacks in Federated Learning
  http://arxiv.org/abs/2402.10082v1

• How Much Does Each Datapoint Leak Your Privacy? Quantifying the
  Per-datum Membership Leakage
  http://arxiv.org/abs/2402.10065v1

• On the Domain Generalizability of RF Fingerprints Through Multifractal
  Dimension Representation
  http://arxiv.org/abs/2402.10044v1

• Systematic Literature Review of EM-SCA Attacks on Encryption
  http://arxiv.org/abs/2402.10030v1

• Privacy Attacks in Decentralized Learning
  http://arxiv.org/abs/2402.10001v1

• TSTEM: A Cognitive Platform for Collecting Cyber Threat Intelligence in
  the Wild
  http://arxiv.org/abs/2402.09973v1

• A Systematic Evaluation of Evolving Highly Nonlinear Boolean Functions
  in Odd Sizes
  http://arxiv.org/abs/2402.09937v1

• JustSTART: How to Find an RSA Authentication Bypass on Xilinx
  UltraScale(+) with Fuzzing
  http://arxiv.org/abs/2402.09845v1

• Enhancing Cybersecurity Resilience in Finance with Deep Learning for
  Advanced Threat Detection
  http://arxiv.org/abs/2402.09820v1

• An advanced data fabric architecture leveraging homomorphic encryption
  and federated learning
  http://arxiv.org/abs/2402.09795v1

• Federated Analytics-Empowered Frequent Pattern Mining for Decentralized
  Web 3.0 Applications
  http://arxiv.org/abs/2402.09736v1

• AbuseGPT: Abuse of Generative AI ChatBots to Create Smishing Campaigns
  http://arxiv.org/abs/2402.09728v1

• DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated
  Learning as a Service
  http://arxiv.org/abs/2402.09715v1

• Preserving Data Privacy for ML-driven Applications in Open Radio Access
  Networks
  http://arxiv.org/abs/2402.09710v1

• HOACS: Homomorphic Obfuscation Assisted Concealing of Secrets to Thwart
  Trojan Attacks in COTS Processor
  http://arxiv.org/abs/2402.09701v1

• PAL: Proxy-Guided Black-Box Attack on Large Language Models
  http://arxiv.org/abs/2402.09674v1

• Characterizing the Modification Space of Signature IDS Rules
  http://arxiv.org/abs/2402.09644v1

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。