Aftab Hussain

30 papers A* 1A 1B 1Journal 20Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Capturing the Effects of Quantization on Trojans in Code LLMs.
CoRR
Aftab Hussain, Sadegh AlMahdi Kazemi Zarkouei, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour, Sen Lin, Bowen Xu
2025 B conf
Finding Trojan Triggers in Code LLMs: An Occlusion-Based Human-in-the-Loop Approach.
CAIN
Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Mohammad Amin Alipour, Bowen Xu, Stephen Huang
2024 J jnl
Harnessing the Power of LLMs: Automating Unit Test Generation for High-Performance Computing.
CoRR
Rabimba Karanjai, Aftab Hussain, Md. Rafiqul Islam Rabin, Lei Xu, Weidong Shi, Mohammad Amin Alipour
2024 — conf
Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code.
AIware
Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour
2024 J jnl
Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code.
CoRR
Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour
2024 J jnl
Measuring Impacts of Poisoning on Model Parameters and Neuron Activations: A Case Study of Poisoning CodeBERT.
CoRR
Aftab Hussain, Md. Rafiqul Islam Rabin, Navid Ayoobi, Mohammad Amin Alipour
2024 J jnl
On Trojan Signatures in Large Language Models of Code.
CoRR
Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour
2024 J jnl
Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy.
CoRR
Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Premkumar T. Devanbu, Mohammad Amin Alipour
2024 J jnl
Unlearning Trojans in Large Language Models: A Comparison Between Natural Language and Source Code.
CoRR
Mahdi Kazemi, Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour, Sen Lin
2023 — conf
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code.
InteNSE@ICSE
Aftab Hussain, Md. Rafiqul Islam Rabin, Bowen Xu, David Lo, Mohammad Amin Alipour
2023 J jnl
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code.
CoRR
Aftab Hussain, Md. Rafiqul Islam Rabin, Bowen Xu, David Lo, Mohammad Amin Alipour
2023 J jnl
A Survey of Trojans in Neural Models of Source Code: Taxonomy and Techniques.
CoRR
Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Prem Devanbu, Mohammad Amin Alipour
2023 J jnl
Memorization and generalization in neural code intelligence models.
Inf. Softw. Technol.
Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour, Vincent J. Hellendoorn
2023 J jnl
Occlusion-based Detection of Trojan-triggering Inputs in Large Language Models of Code.
CoRR
Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Mohammad Amin Alipour, Bowen Xu
2023 — conf
Study of Distractors in Neural Models of Code.
InteNSE@ICSE
Md. Rafiqul Islam Rabin, Aftab Hussain, Sahil Suneja, Mohammad Amin Alipour
2023 J jnl
Study of Distractors in Neural Models of Code.
CoRR
Md. Rafiqul Islam Rabin, Aftab Hussain, Sahil Suneja, Mohammad Amin Alipour
2023 J jnl
TrojanedCM: A Repository for Poisoned Neural Models of Source Code.
CoRR
Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour
2022 — conf
Removing Uninteresting Bytes in Software Fuzzing.
ICST Workshops
Aftab Hussain, Mohammad Amin Alipour
2022 J jnl
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models.
CoRR
Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour
2022 — conf
Syntax-guided program reduction for understanding neural code intelligence models.
MAPS@PLDI
Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour
2021 J jnl
DIAR: Removing Uninteresting Bytes from Seeds in Software Fuzzing.
CoRR
Aftab Hussain, Mohammad Amin Alipour
2021 J jnl
FMViz: Visualizing Tests Generated by AFL at the Byte-level.
CoRR
Aftab Hussain, Mohammad Amin Alipour
2021 J jnl
Memorization and Generalization in Neural Code Intelligence Models.
CoRR
Md. Rafiqul Islam Rabin, Aftab Hussain, Vincent J. Hellendoorn, Mohammad Amin Alipour
2020 J jnl
Systemizing Interprocedural Static Analysis of Large-scale Systems Code with Graspan.
ACM Trans. Comput. Syst.
Zhiqiang Zuo, Kai Wang, Aftab Hussain, Ardalan Amiri Sani, Yiyu Zhang, Shenming Lu, Wensheng Dou, Linzhang Wang, Xuandong Li, Chenxi Wang, Guoqing Harry Xu
2019 — conf
LXDs: Towards Isolation of Kernel Subsystems.
USENIX ATC
Vikram Narayanan, Abhiram Balasubramanian, Charlie Jacobsen, Sarah Spall, Scotty Bauer, Michael Quigley, Aftab Hussain, Abdullah Younis, Junjie Shen, Moinak Bhattacharyya, Anton Burtsev
2018 J jnl
A holistic look at requirements engineering practices in the gaming industry.
CoRR
Aftab Hussain, Omar Asadi, Debra J. Richardson
2017 A* conf
Graspan: A Single-machine Disk-based Graph System for Interprocedural Static Analyses of Large-scale Systems Code.
ASPLOS
Kai Wang, Aftab Hussain, Zhiqiang Zuo, Guoqing Xu, Ardalan Amiri Sani
2016 J jnl
From Query to Usable Code: An Analysis of Stack Overflow Code Snippets.
CoRR
Di Yang, Aftab Hussain, Cristina V. Lopes
2016 A conf
From query to usable code: an analysis of stack overflow code snippets.
MSR
Di Yang, Aftab Hussain, Cristina Videira Lopes
2013 — conf
A new hierarchical clustering technique for restructuring software at the function level.
ISEC
Aftab Hussain, Md. Saidur Rahman