Description

本日紹介した論文の一覧

• SVIP: Towards Verifiable Inference of Open-source Large Language Models
  http://arxiv.org/abs/2410.22307v1

• $\mathsf{OPA}$: One-shot Private Aggregation with Single Client
  Interaction and its Applications to Federated Learning
  http://arxiv.org/abs/2410.22303v1

• Fine-Tuning LLMs for Code Mutation: A New Era of Cyber Threats
  http://arxiv.org/abs/2410.22293v1

• Embedding-based classifiers can detect prompt injection attacks
  http://arxiv.org/abs/2410.22284v1

• Auditing $f$-Differential Privacy in One Run
  http://arxiv.org/abs/2410.22235v1

• A Machine Learning-Based Secure Face Verification Scheme and Its
  Applications to Digital Surveillance
  http://arxiv.org/abs/2410.21993v1

• ReDAN: An Empirical Study on Remote DoS Attacks against NAT Networks
  http://arxiv.org/abs/2410.21984v1

• VaultFS: Write-once Software Support at the File System Level Against
  Ransomware Attacks
  http://arxiv.org/abs/2410.21979v1

• Automated Vulnerability Detection Using Deep Learning Technique
  http://arxiv.org/abs/2410.21968v1

• Benchmarking OpenAI o1 in Cyber Security
  http://arxiv.org/abs/2410.21939v1

• LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using
  Frequency Analysis
  http://arxiv.org/abs/2410.21936v1

• SCGNet-Stacked Convolution with Gated Recurrent Unit Network for Cyber
  Network Intrusion Detection and Intrusion Type Classification
  http://arxiv.org/abs/2410.21873v1

• Authentication and identity management based on zero trust security
  model in micro-cloud environment
  http://arxiv.org/abs/2410.21870v1

• Token-based identity management in the distributed cloud
  http://arxiv.org/abs/2410.21865v1

• Optimized Homomorphic Vector Permutation From New Decomposition
  Techniques
  http://arxiv.org/abs/2410.21840v1

• Secure numerical simulations using fully homomorphic encryption
  http://arxiv.org/abs/2410.21824v1

• Fine-tuning Large Language Models for DGA and DNS Exfiltration Detection
  http://arxiv.org/abs/2410.21723v1

• Fuzzing the PHP Interpreter via Dataflow Fusion
  http://arxiv.org/abs/2410.21713v1

• Impact of Code Transformation on Detection of Smart Contract
  Vulnerabilities
  http://arxiv.org/abs/2410.21685v1

• BF-Meta: Secure Blockchain-enhanced Privacy-preserving Federated
  Learning for Metaverse
  http://arxiv.org/abs/2410.21675v1

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。