You autocomplete me: Poisoning vulnerabilities in neural code completion

Keyphrases

• AES Encryption 33%
• Attacker 100%
• Autocomplete 100%
• Autocompletion 33%
• Code Completion 100%
• Code Editor 33%
• Corpus Data 33%
• Data Poisoning 33%
• Data Poisoning Attack 33%
• ECB Mode 33%
• GPT-2 33%
• Integral Feature 33%
• Later Generations 33%
• Model Poisoning Attack 66%
• Modern Code 33%
• Neural Coding 100%
• Neural Language Models 33%
• Number of Iterations 33%
• Open Source Code 33%
• Password-based Encryption 33%
• Poisoning 100%
• Poisoning Attack 66%
• PYTHIA 33%
• Repo 33%
• Source Code Repository 33%
• Targeted Attack 33%
• TLS Protocol 33%
• Training Corpus 33%
• Untargeted 33%
• Vulnerability 100%

Computer Science

• Attackers 100%
• Iteration Count 33%
• Language Modeling 33%
• Open Source Code 33%
• Password 33%
• Source Code Repository 33%
• Targeted Attack 33%