Aftab Hussain

According to our database, Aftab Hussain authored at least 22 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unlearning Trojans in Large Language Models: A Comparison Between Natural Language and Source Code.

Mahdi Kazemi, Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour, Sen Lin

CoRR, 2024

Harnessing the Power of LLMs: Automating Unit Test Generation for High-Performance Computing.

Rabimba Karanjai, Aftab Hussain, Md. Rafiqul Islam Rabin, Lei Xu, Weidong Shi, Mohammad Amin Alipour

CoRR, 2024

Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy.

Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Premkumar T. Devanbu, Mohammad Amin Alipour

CoRR, 2024

On Trojan Signatures in Large Language Models of Code.

Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour

CoRR, 2024

Measuring Impacts of Poisoning on Model Parameters and Neuron Activations: A Case Study of Poisoning CodeBERT.

Aftab Hussain, Md. Rafiqul Islam Rabin, Navid Ayoobi, Mohammad Amin Alipour

CoRR, 2024

Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code.

Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour

Proceedings of the 1st ACM International Conference on AI-Powered Software, 2024

2023

Memorization and generalization in neural code intelligence models.

Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour, Vincent J. Hellendoorn

Inf. Softw. Technol., 2023

Occlusion-based Detection of Trojan-triggering Inputs in Large Language Models of Code.

Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Mohammad Amin Alipour, Bowen Xu

CoRR, 2023

TrojanedCM: A Repository for Poisoned Neural Models of Source Code.

Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour

CoRR, 2023

A Survey of Trojans in Neural Models of Source Code: Taxonomy and Techniques.

Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Prem Devanbu, Mohammad Amin Alipour

CoRR, 2023

Study of Distractors in Neural Models of Code.

Md. Rafiqul Islam Rabin, Aftab Hussain, Sahil Suneja, Mohammad Amin Alipour

Proceedings of the IEEE/ACM International Workshop on Interpretability and Robustness in Neural Software Engineering, 2023

A Study of Variable-Role-based Feature Enrichment in Neural Models of Code.

Aftab Hussain, Md. Rafiqul Islam Rabin, Bowen Xu, David Lo, Mohammad Amin Alipour

Proceedings of the IEEE/ACM International Workshop on Interpretability and Robustness in Neural Software Engineering, 2023

2022

Syntax-guided program reduction for understanding neural code intelligence models.

Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour

Proceedings of the MAPS@PLDI 2022: 6th ACM SIGPLAN International Symposium on Machine Programming, 2022

Removing Uninteresting Bytes in Software Fuzzing.

Aftab Hussain, Mohammad Amin Alipour

Proceedings of the 15th IEEE International Conference on Software Testing, 2022

2021

DIAR: Removing Uninteresting Bytes from Seeds in Software Fuzzing.

Aftab Hussain, Mohammad Amin Alipour

CoRR, 2021

FMViz: Visualizing Tests Generated by AFL at the Byte-level.

Aftab Hussain, Mohammad Amin Alipour

CoRR, 2021

2020

Systemizing Interprocedural Static Analysis of Large-scale Systems Code with Graspan.

Zhiqiang Zuo, Kai Wang, Aftab Hussain, Ardalan Amiri Sani, Yiyu Zhang, Shenming Lu, Wensheng Dou, Linzhang Wang, Xuandong Li, Chenxi Wang, Guoqing Harry Xu

ACM Trans. Comput. Syst., 2020

2019

LXDs: Towards Isolation of Kernel Subsystems.

Vikram Narayanan, Abhiram Balasubramanian, Charlie Jacobsen, Sarah Spall, Scotty Bauer, Michael Quigley, Aftab Hussain, Abdullah Younis, Junjie Shen, Moinak Bhattacharyya, Anton Burtsev

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

2018

A holistic look at requirements engineering practices in the gaming industry.

Aftab Hussain, Omar Asadi, Debra J. Richardson

CoRR, 2018

2017

Graspan: A Single-machine Disk-based Graph System for Interprocedural Static Analyses of Large-scale Systems Code.

Kai Wang, Aftab Hussain, Zhiqiang Zuo, Guoqing Xu, Ardalan Amiri Sani

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

From query to usable code: an analysis of stack overflow code snippets.

Di Yang, Aftab Hussain, Cristina Videira Lopes

Proceedings of the 13th International Conference on Mining Software Repositories, 2016

2013

A new hierarchical clustering technique for restructuring software at the function level.

Aftab Hussain, Md. Saidur Rahman

Proceedings of the 6th India Software Engineering Conference, 2013