CS 634: Thesis Studies

Course Portfolio || Papers Write-Ups ||Fall 2023

Roman Eng, Phd Student in Computer Science

Prof. Jeanna N. Matthews

Course description:

Each student does independent, original work on a project under the guidance and supervision of an instructor. This is a non-lecture based course, main activities include reading and discussing research literature, writing reactions on different prompts, developing web portfolio, develop research project and presenting it to the wider audiences.

#	Paper Title & Type	Authors	Venue and Year	Writeup	Reading/Discussion Date	Suggested by
1	Fooling LIME and SHAP: Adversarial Attacks on Post Hoc Explanation Methods	Slack et al.	arXiv 2019		09/8/2023	Jeanna
2	The Dark Side of Generative Artificial Intelligence: A critical analysis of controversies and risks of ChatGPT	Wach et al.	EBER 2023		10/26/2023	Jeanna

#	Papers Read Individually	Authors	Venue	Writeup	Reading Date
3	Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models	Shan et al.	arXiv 2023
4	The Uselessness of AI ethics	Munn	DOI 2022
5	Transparency: Motivations and Challenges	Weller et al.	arXiv 2017
6	What Firms Must Know Before Adopting AI: The ethics of AI transparency	Martin et al.	SSR 2022
7	Towards A Rigorous Science of Interpretable Machine Learning	Doshi-Velez et al.	arXiv 2017
8	Interpreting Interpretability: Understanding Data Scientist' Use of Interpretability Tools for ML	Kaur et al.	ACM 2020