Enhancing Object Detection in YouTube Thumbnails Forensics with YOLOv4. - Shahrzad Sayyafzadeh; Hongmei Chi; Shuyuan Mary Ho; Idongesit Mkpong-Ruffin (IEEE Big Data, 2023)

Forensic Analysis of Contents in Thumbnails Using Transfer Learning. - Shahrzad Sayyafzadeh; Weifeng Xu; Hongmei Chi (FTC (2), 2023)

BERT-Based Sentiment Forensics Analysis for Intrusion Detection. - Shahrzad Sayyafzadeh; Hongmei Chi; Weifeng Xu; Kaushik Roy 002 (ICMLA, 2023)

Gemini's Multimodal Prowess: Robust Detection of Adversarial Patch Attacks through Text and Image Inputs. - Shahrzad Sayyafzadeh; Hongmei Chi; Mark H. Weatherspoon (ACM Southeast Regional Conference, 2024)

Securing Against Deception: Exploring Phishing Emails Through ChatGPT and Sentiment Analysis. - Shahrzad Sayyafzadeh; Mark H. Weatherspoon; Jie Yan; Hongmei Chi (SERA, 2024)

SynExpression: A Diffusion-Based Framework for Controllable Facial Expression Synthesis and Emotion Detection Using Facial Segmentation Pose Maps. - Shahrzad Sayyafzadeh; Simon Foo; Shonda Bernadin; Hongmei Chi (COMPSAC, 2025)