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08/04/2023
Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks
In this work, we assess the security of AI code generators via data pois...
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06/08/2023
Enhancing Robustness of AI Offensive Code Generators via Data Augmentation
In this work, we present a method to add perturbations to the code descr...
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01/18/2023
Run-time Failure Detection via Non-intrusive Event Analysis in a Large-Scale Cloud Computing Platform
Cloud computing systems fail in complex and unforeseen ways due to unexp...
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12/12/2022
Who Evaluates the Evaluators? On Automatic Metrics for Assessing AI-based Offensive Code Generators
AI-based code generators are an emerging solution for automatically writ...
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03/29/2022
Can NMT Understand Me? Towards Perturbation-based Evaluation of NMT Models for Code Generation
Neural Machine Translation (NMT) has reached a level of maturity to be r...
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02/08/2022
Can We Generate Shellcodes via Natural Language? An Empirical Study
Writing software exploits is an important practice for offensive securit...
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09/01/2021
EVIL: Exploiting Software via Natural Language
Writing exploits for security assessment is a challenging task. The writ...
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06/29/2021
Enhancing the Analysis of Software Failures in Cloud Computing Systems with Deep Learning
Identifying the failure modes of cloud computing systems is a difficult ...
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04/27/2021
Shellcode_IA32: A Dataset for Automatic Shellcode Generation
We take the first step to address the task of automatically generating s...
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02/21/2021
Design, Integration and Sea Trials of 3D Printed Unmanned Aerial Vehicle and Unmanned Surface Vehicle for Cooperative Missions
In recent years, Unmanned Surface Vehicles (USV) have been extensively d...
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10/13/2020
Towards Runtime Verification via Event Stream Processing in Cloud Computing Infrastructures
Software bugs in cloud management systems often cause erratic behavior, ...
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09/30/2020
Fault Injection Analytics: A Novel Approach to Discover Failure Modes in Cloud-Computing Systems
Cloud computing systems fail in complex and unexpected ways due to unexp...
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05/11/2020
ProFIPy: Programmable Software Fault Injection as-a-Service
In this paper, we present a new fault injection tool (ProFIPy) for Pytho...
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08/30/2019
Enhancing Failure Propagation Analysis in Cloud Computing Systems
In order to plan for failure recovery, the designers of cloud systems ne...
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07/09/2019