Aftab Hussain

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Top Venues

Inf. Softw. Technol.

Publications

Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour
Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code. CoRR (2024)
Rabimba Karanjai, Aftab Hussain, Md. Rafiqul Islam Rabin, Lei Xu, Weidong Shi, Mohammad Amin Alipour
Harnessing the Power of LLMs: Automating Unit Test Generation for High-Performance Computing. CoRR (2024)
Aftab Hussain, Md. Rafiqul Islam Rabin, Navid Ayoobi, Mohammad Amin Alipour
Measuring Impacts of Poisoning on Model Parameters and Neuron Activations: A Case Study of Poisoning CodeBERT. CoRR (2024)
Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Premkumar T. Devanbu, Mohammad Amin Alipour
Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy. CoRR (2024)
Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour
Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code. AIware (2024)
Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour
On Trojan Signatures in Large Language Models of Code. CoRR (2024)
Aftab Hussain, Md. Rafiqul Islam Rabin, Bowen Xu, David Lo, Mohammad Amin Alipour
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code. CoRR (2023)
Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour, Vincent J. Hellendoorn
Memorization and generalization in neural code intelligence models. Inf. Softw. Technol. 153 (2023)
Md. Rafiqul Islam Rabin, Aftab Hussain, Sahil Suneja, Mohammad Amin Alipour
Study of Distractors in Neural Models of Code. InteNSE@ICSE (2023)
Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Prem Devanbu, Mohammad Amin Alipour
A Survey of Trojans in Neural Models of Source Code: Taxonomy and Techniques. CoRR (2023)
Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour
TrojanedCM: A Repository for Poisoned Neural Models of Source Code. CoRR (2023)
Md. Rafiqul Islam Rabin, Aftab Hussain, Sahil Suneja, Mohammad Amin Alipour
Study of Distractors in Neural Models of Code. CoRR (2023)
Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Mohammad Amin Alipour, Bowen Xu
Occlusion-based Detection of Trojan-triggering Inputs in Large Language Models of Code. CoRR (2023)
Aftab Hussain, Md. Rafiqul Islam Rabin, Bowen Xu, David Lo, Mohammad Amin Alipour
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code. InteNSE@ICSE (2023)
Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour
Syntax-guided program reduction for understanding neural code intelligence models. MAPS@PLDI (2022)
Aftab Hussain, Mohammad Amin Alipour
Removing Uninteresting Bytes in Software Fuzzing. ICST Workshops (2022)
Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models. CoRR (2022)
Zhiqiang Zuo, Kai Wang, Aftab Hussain, Ardalan Amiri Sani, Yiyu Zhang, Shenming Lu, Wensheng Dou, Linzhang Wang, Xuandong Li, Chenxi Wang, Guoqing Harry Xu
Systemizing Interprocedural Static Analysis of Large-scale Systems Code with Graspan. ACM Trans. Comput. Syst. 38 (1-2) (2021)
Md. Rafiqul Islam Rabin, Aftab Hussain, Vincent J. Hellendoorn, Mohammad Amin Alipour
Memorization and Generalization in Neural Code Intelligence Models. CoRR (2021)
Aftab Hussain, Mohammad Amin Alipour
FMViz: Visualizing Tests Generated by AFL at the Byte-level. CoRR (2021)
Aftab Hussain, Mohammad Amin Alipour
DIAR: Removing Uninteresting Bytes from Seeds in Software Fuzzing. CoRR (2021)
Vikram Narayanan, Abhiram Balasubramanian, Charlie Jacobsen, Sarah Spall, Scotty Bauer, Michael Quigley, Aftab Hussain, Abdullah Younis, Junjie Shen, Moinak Bhattacharyya, Anton Burtsev
LXDs: Towards Isolation of Kernel Subsystems. USENIX Annual Technical Conference (2019)
Aftab Hussain, Omar Asadi, Debra J. Richardson
A holistic look at requirements engineering practices in the gaming industry. CoRR (2018)
Kai Wang, Aftab Hussain, Zhiqiang Zuo, Guoqing Xu, Ardalan Amiri Sani
Graspan: A Single-machine Disk-based Graph System for Interprocedural Static Analyses of Large-scale Systems Code. ASPLOS (2017)
Di Yang, Aftab Hussain, Cristina V. Lopes
From Query to Usable Code: An Analysis of Stack Overflow Code Snippets. CoRR (2016)
Di Yang, Aftab Hussain, Cristina Videira Lopes
From query to usable code: an analysis of stack overflow code snippets. MSR (2016)
Aftab Hussain, Md. Saidur Rahman
A new hierarchical clustering technique for restructuring software at the function level. ISEC (2013)