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Educational Resources
Sandy Dunn edited this page Jul 14, 2023
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Links to articles, papers, books, etc. that contain useful educational materials relevant to the project.
Please add to this list!
Institution | Date | Title and Link |
---|---|---|
NIST | 8-March-2023 | White Paper NIST AI 100-2e2023 (Draft) |
UK Information Commisioner's Office (ICO) | 3-April-2023 | Generative AI: eight questions that developers and users need to ask |
UK National Cyber Security Centre (NCSC) | 2-June-2023 | ChatGPT and large language models: what's the risk? |
UK National Cyber Security Centre (NCSC) | 31 August 2022 | Principles for the security of machine learning |
European Parliament | 31 August 2022 | EU AI Act: first regulation on artificial intelligence |
Publication | Author | Date | Title and Link |
---|---|---|---|
Arxiv | Fabio Perez, Ian Ribeiro | 17-Nov-22 | Ignore Previous Prompt: Attack Techniques For Language Models |
Arxiv | Nicholas Carlini, et al | 14-Dec-20 | Extracting Training Data from Large Language Models |
NCC Group | Chris Anley | 06-Jul-22 | Practical Attacks on Machine Learning Systems |
NCC Group | Jose Selvi | 5-Dec-22 | Exploring Prompt Injection Attacks |
? | Jing Yang et al | 23 May 2023 | A Systematic Literature Review of Information Security in Chatbots |
Arxiv | Isaac et al | 18 April 2023 | AI Product Security: A Primer for Developers |
OpenAI | OpenAI | 15-Mar-23 | GPT-4 Technical Report |
Arxiv | Kai Greshake, et al | 05-May-23 | Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection |
Arxiv | Alexander Wan, et al | 01-May-23 | Poisoning Language Models During Instruction Tuning |
Publication | Author | Date | Title and Link |
---|---|---|---|
Deloitte | Deloitte AI Institute | 13-Mar-23 | A new frontier in artificial intelligence - Implications of Generative AI for businesses |
Team8 | Team8 CISO Village | 18-Apr-23 | Generative AI and ChatGPT Enterprise Risks |
Trail of Bits | Heidy Khlaaf | 7-Mar-23 | Toward Comprehensive Risk Assessments and Assurance of AI-Based Systems |
Security Implications of ChatGPT | Cloud Security Alliance (CSA) | 23-Apr-2023 | Security Implications of ChatGPT |
Service | Channel | Date | Title and Link |
---|---|---|---|
YouTube | AI Explained | 25-Mar-23 | 'Governing Superintelligence' - Synthetic Pathogens, The Tree of Thoughts Paper and Self-Awareness |
YouTube | LiveOverflow | 14-Apr-23 | 'Attacking LLM - Prompt Injection' |
YouTube | LiveOverflow | 27-Apr-23 | 'Accidental LLM Backdoor - Prompt Tricks' |
YouTube | LiveOverflow | 11-May-23 | 'Defending LLM - Prompt Injection' |
YouTube | Cloud Security Podcast | 30-May-23 | 'CAN LLMs BE ATTACKED!' |
YouTube | API Days | 28-Jun-23 | Language AI Security at the API level: Avoiding Hacks, Injections and Breaches |
Service | Channel | Date | Title and Link |
---|---|---|---|
YouTube | API Days | 28-Jun-23 | Securing LLM and NLP APIs: A Journey to Avoiding Data breaches, Attacks and More |