Calendar
DS 6559
- Jan 18
- Class Overview
- “The Security Mindset”, Bruce Schneier
- Jan 23
- Security Principles :
- Jan 25
- Authentication :
- Jan 30
- Malware :
- Feb 1
- Intrusion Detection Systems I :
- Feb 6
- Lab 1 Tutorial
- Lab 1: Cyberbully detection on text Link
- Feb 8
- Intrusion Detection Systems II :
- Feb 13
- System Auditing I :
- Feb 15
- System Auditing II :
- Feb 20
- Digital Forensics :
- Feb 22
- Lab 2 Tutorial
- Lab 2: Cyberbully detection on Image Link
- Feb 27
- Intro to Network Security (online) :
- Feb 29
- No Class :
- Mar 5
- Spring recess :
- Mar 7
- Spring recess :
- Mar 12
- Tor Anonymity :
- Mar 14
- Denial of Service Attacks I :
- Mar 19
- Intro to Deep Learning :
- Mar 21
- Lab 3 Tutorial
- Lab 3: Adversarial attack on Cyberbully detection models Link
- Mar 21
- Denial of Service Attacks II :
- Mar 26
- Intro to ML and Deep Learning I :
- Mar 28
- Intro to ML and Deep Learning II :
- Apr 2
- ChatGPT Safety
- Apr 4
- Adversarial Attacks :
- Apr 9
- Lab 4 Tutorial
- Lab 4: Debiasing Word Embeddings Link
- Apr 11
- Security in Large Language Models (LLMs)
- Apr 16
- Online Abuse Defense
- Student Presentation
- 1. The Risk of Racial Bias in Hate Speech Detection [Meesun Yang]
- 2. HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
- Apr 18
- Deep Fake Defense
- Student Presentation
- 1. Deepfake Text Detection: Limitations and Opportunities
- 2. Deepfake Videos in the Wild: Analysis and Detection [Jack Beerman]
- Apr 23
- Ethics of AI
- Student Presentation
- 1. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings [Meesun Yang]
- 2. “Why Should I Trust You?”: Explaining the Predictions of Any Classifier [Luz Melo]
- Apr 25
- Pitfalls of Machine Learning in Security
- Dos and Don’ts of Machine Learning in Computer Security
- Apr 30
- Provenance-based Intrusion Detection System
- Mati Ur Rehman (PhD Student at UVA)