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Issa Khalil — most-cited papers & profile · Large Language Models
← authors
·
overview
Issa Khalil
9
papers ·
29
citations ·
30
h-index
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Most-cited papers
PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs)
2024 · 16 citations
Using Single-step Adversarial Training To Defend Iterative Adversarial Examples
2020 · 13 citations
SGFusion: Stochastic Geographic Gradient Fusion in Federated Learning
2025
ViGText: Deepfake Image Detection with Vision-Language Model Explanations and Graph Neural Networks
2025
ViGText: Deepfake Image Detection with Vision-Language Model Explanations and Graph Neural Networks
2025
GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier
2019
ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks
2019
Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection
2023
Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code
2024
Topics
cs.AI
GANs
Code Generation
Code Models
Program Repair
Software Engineering
Adversarial ML
Federated Learning
Data Heterogeneity
Optimization