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  1. Home
  2. Publications
  3. Black-Box Reconstruction Attacks on LLMs: A Preliminary Study in Code Summarization
  1. Home
  2. Publications
  3. Black-Box Reconstruction Attacks on LLMs: A Preliminary Study in Code Summarization

Black-Box Reconstruction Attacks on LLMs: A Preliminary Study in Code Summarization

Authors:
  • MRMarco Russodivito
    Marco Russodivito
  • ASAngelica Spina
    Angelica Spina
  • SSSimone Scalabrino
    Simone Scalabrino
  • RORocco Oliveto
    Rocco Oliveto

Publisher website
Google Scholar
  • 11 September 2024
    • book chapter
    • Published by Springer Nature
    • p. 391-398
    • DOI:10.1007/978-3-031-70245-7_27
Abstract
No abstract available
Keywords
  • LLMS FOR CODING TASKS
  • SECURITY
  • RECONSTRUCTION ATTACKS

This publication has 18 references indexed in Scilit:

  • Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks
    2021
  • Improved Automatic Summarization of Subroutines via Attention to File Context
    2020
  • The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks
    2020
  • Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment
    2019
  • Property Inference Attacks on Fully Connected Neural Networks using Permutation Invariant Representations
    2018
  • Deep code comment generation
    2018
  • Deep Models Under the GAN
    2017
  • Model Inversion Attacks for Prediction Systems: Without Knowledge of Non-Sensitive Attributes
    2017
  • Membership Inference Attacks Against Machine Learning Models
    2017
  • Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures
    2015

Publications with shared reference occurs when two publications share one or more common references. This publication has 21358 Publications with shared reference indexed in Scilit, top 10 records with the most shared references are listed below:

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Cited by 2 articles
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