logo
episode-header-image
Sep 2024
28m 58s

Large Language Model (LLM) Risks and Mit...

Dr. Dave Chatterjee
About this episode

As machine learning algorithms continue to evolve, Large Language Models (LLMs) like GPT-4 are gaining popularity. While these models hold great promise in revolutionizing various functions and industries—ranging from content generation and customer service to research and development—they also come with their own set of risks and ethical concerns. In this episode, Rohan Sathe, Co-founder & CTO/Head of R&D at Nightfall.ai, and I review the LLM-related risks and how best to mitigate them.

To access and download the entire podcast summary with discussion highlights -- https://www.dchatte.com/episode-72-large-language-model-llm-risks-and-mitigation-strategies/



Connect with Host Dr. Dave Chatterjee and Subscribe to the Podcast

Please subscribe to the podcast, so you don't miss any new episodes! And please leave the show a rating if you like what you hear. New episodes release every two weeks.

Connect with Dr. Chatterjee on these platforms:

LinkedIn: https://www.linkedin.com/in/dchatte/

Website: https://dchatte.com/

Cybersecurity Readiness Book: https://www.amazon.com/Cybersecurity-Readiness-Holistic-High-Performance-Approach/dp/1071837338

https://us.sagepub.com/en-us/nam/cybersecurity-readiness/book275712

Latest Publications:

"Getting Cybersecurity Right,” California Management Review — Insights, July 8, 2024.

Published in USA Today — “Dave Chatterjee Drops the Cybersecurity Jargon, Encouraging Proactiveness Rather than Reactiveness,” April 8, 2024

Preventing Security Breaches Must Start at the Top

Mission Critical --How the American Cancer Society successfully and securely migrated to the cloud amid the pandemic

Latest Webinars & Podcasts with Dr. Chatterjee as the Guest

Cybersecurity Readiness: Essential Actions For CXOs, August 12, 2024

Non-profits and Cybersecurity, a CAPTRUST podcast

How can brands rethink data security to maintain customer trust?, A TELUS International podcast

Cybersecurity Readiness In the Age of Generative AI and LLM,” Let’s Talk About (Secur) IT Webinar, with Phillip de Souza

Insights for 2023, Cybersecurity Readiness with Dr. Dave Chatterjee, a HALO Security Webinar

Up next
Jun 17
AI Security in the Public Sector: Balancing Innovation and Risk
In this episode, Dr. Dave Chatterjee is joined by Burnie Legette, Director of IoT and AI at Intel Corporation and former professional football player. Their conversation explores the evolving landscape of AI deployment within the public sector, with a particular focus on the secu ... Show More
35m 56s
May 17
Holistic Identity Security: Shifting the Paradigm from Reactive to Proactive
In this compelling episode, Dr. Dave Chatterjee is joined by Damon Fleury, Chief Product Officer, SpyCloud to dissect one of cybersecurity’s most exploited and least understood attack surfaces—identity. With nearly three decades of experience in security, Damon shares real-world ... Show More
39m 35s
May 3
From Botnets to AI: Defending Against the Future of DDoS Warfare
In this episode of the Cybersecurity Readiness Podcast, Dr. Dave Chatterjee sits down with Richard Hummel, Director of Threat Intelligence at NETSCOUT, to unpack the fast-evolving Distributed Denial of Service (DDoS) threat landscape. Richard shares unique insights from NETSCOUT’ ... Show More
43m 40s
Recommended Episodes
May 8
MLG 035 Large Language Models 2
At inference, large language models use in-context learning with zero-, one-, or few-shot examples to perform new tasks without weight updates, and can be grounded with Retrieval Augmented Generation (RAG) by embedding documents into vector databases for real-time factual lookup ... Show More
45m 25s
Aug 2024
AI in Action: From Machine Learning Interpretability to Cybersecurity with Serg Masís and Nirmal Budhathoki
In this DSS Podcast, Anna Anisin welcomes Serg Masís, Climate and Agronomic Data Scientist at Syngenta. Serg, an expert in machine learning interpretability and responsible AI, shares his diverse background and journey into data science. He discusses the challenges of building fa ... Show More
25m 37s
May 13
#228 Elad Gil: How to Spot a Billion-Dollar Startup Before the Rest of the World
What if the world’s most connected tech investor handed you his mental playbook? Elad Gil, an investor behind Airbnb, Stripe, Coinbase and Anduril, flips conventional wisdom on its head and prioritizes market opportunities over founders. Elad decodes why innovation has clustered ... Show More
1h 38m
Apr 8
Andriy Burkov - The TRUTH About Large Language Models and Agentic AI (with Andriy Burkov, Author "The Hundred-Page Language Models Book")
Andriy Burkov is a renowned machine learning expert and leader. He's also the author of (so far) three books on machine learning, including the recently-released "The Hundred-Page Language Models Book", which takes curious people from the very basics of language models all the wa ... Show More
1h 24m
Aug 2024
Threat Modeling in the Cloud with Romina Druta & Daniela Cruzes
What are the threats your cloud application and infrastructure are facing? While at NDC Oslo, Richard chatted with Daniela Cruzes and Romina Druta about their work building threat models for cloud-based applications. Daniela discusses how modeling helps to understand security con ... Show More
36m 24s
Jan 2025
Breaking Down Data Silos: AI and ML in Master Data Management
Summary In this episode of the Data Engineering Podcast Dan Bruckner, co-founder and CTO of Tamr, talks about the application of machine learning (ML) and artificial intelligence (AI) in master data management (MDM). Dan shares his journey from working at CERN to becoming a data ... Show More
57m 30s
Jan 2024
Designing Data Platforms For Fintech Companies
Summary Working with financial data requires a high degree of rigor due to the numerous regulations and the risks involved in security breaches. In this episode Andrey Korchack, CTO of fintech startup Monite, discusses the complexities of designing and implementing a data platfor ... Show More
47m 57s
Mar 2023
ChatGPT and Business Analysis
ChatGPT is a new Artificial Intelligence technology and we discuss how this is useful as a research and productivity tool. Susan and Scott chat with Emal Bariali, the Founder of BA Blocks, who has been researching ChatGPT for use by business analysis professionals. Emal has publi ... Show More
39m 58s
May 17
The Monthly Cybersecurity Review: Data Breaches, Ransomware, and Critical Infrastructure
In this episode of 'Cybersecurity Today', host Jim Love is joined by panelists Laura Payne from White Tuque and David Shipley from Beauceron Security to review significant cybersecurity events over the past month. The discussion covers various impactful stories such as the disapp ... Show More
56m 44s
May 24
From English Literature to Cybersecurity: A Journey Through Blockchain and Security
LINKS: https://distrust.co/software.html - Software page with OSS software Linux distro: https://codeberg.org/stagex/stagex Milksad vulnerability: https://milksad.info/ In this episode of Cybersecurity Today on the Weekend, host Jim Love engages in a captivating discussion with A ... Show More
54m 36s