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The Use Of AI In Cybersecurity - Consultants Roundtable
Manage episode 380825234 series 3372765
Hello, and welcome to Razorwire. This week, I've had a great time discussing the fascinating topic of artificial intelligence (AI) and its potential impact on our industry, with my esteemed Razorthorn consultants, Tom, Jamie and Michael. We explore the different types of AI, including machine learning and chatbots, and discuss the challenges of achieving a low false positive rate and high general application.
You'll gain valuable insights into the evolution of AI and why we MUST take seriously the very real potential for malicious actors to use it for nefarious purposes. We'll also be highlighting the significance of incorporating security measures into AI development and the need for responsible implementation.
By the end of this episode, you'll have a comprehensive overview of AI and its potential risks and benefits in the future of cybersecurity. So join me as we explore this exciting and important topic, and take away key insights that will help you stay ahead in the ever-changing world of cybersecurity.
"The reality of it is AI is a set of predefined algorithms for a compute standard to take in data, process that data, and then come out with a prediction, and that is impacted number one by the data that's being put into it but also the algorithms and controls that are set by the human factor programming that in."
Tom Mills
Listen to this episode on your favourite podcasting platform: https://razorwire.captivate.fm/listen
In this episode, we covered the following topics:
Overview of AI in Information Security
Michael gives us an overview of different types of AI, including machine learning and chatbots, and how they are implemented in information security.
Difference between True AI and Current State of AI
We talk about difference between true AI and machine learning.
Challenges of Achieving Low False Positive Rate and High General Application and how to improve accuracy.
AI Implementation
The consultants discuss ways of reducing risk and false positives in data discovery and leakage solutions.
Evolution of AI
The evolution of technology and the reality of whether AI will really replace jobs.
AI and Malicious Actors
The consultants discuss how AI has increased the pool of unsophisticated threat actors who can use AI engines to conduct successful attacks.
Behavioural Analysis Tools
Discussion on the use of behavioural analysis tools in detecting breaches and how they work.
Chat GPT and its Limitations
Discussion on the limitations of chat GPT and the potential for it to be used maliciously, as well as the potential for AI to develop biases based on the data it is trained on.
Quality Data for AI
The importance of quality data for AI and the process of stripping out unnecessary information to train AI models.
Ethics and Limitations of AI
The limitations of AI and the ethical considerations surrounding the data sets used to train AI models.
Regulatory Compliance Standards for AI
The lack of regulatory compliance standards for controlling AI and the potential consequences of malicious actors using AI for cyber attacks
The need for a kill switch
The importance of having a kill switch in AI to prevent it from going rogue and causing harm.
The possibility of true AI
The consultants talk about the possibility of achieving true AI, which is self-aware and can disable a kill switch.
Advice on utilising and protecting from AI
The consultants provide advice on how to best utilise AI and how to potentially best protect oneself from AI.
Interview with Chat GPT
Jim mentions his interview with Chat GPT about its views on information security.
Resources Mentioned
Behavioural analysis tools
Machine learning and threat detection
Scene products with behavioural analysis
Microsoft's AI becoming racist and sexist
The Singularity is Near by Ray Kurzweil
Elon Musk's chip for brain to computer interactivity
Tool for identifying SQL injection using AI
Other episodes you'll enjoy
ChatGPT Reveals Top 5 Cybersecurity Concerns for Businesses
https://www.razorthorn.com/chatgpt-reveals-top-5-cybersecurity-concerns-for-businesses/
Navigating the Turbulent Waters of Cybersecurity: Nationalism, Economics And AI
Connect with your host James Rees
Hello, I am James Rees, the host of the Razorwire podcast. This podcast brings you insights from leading cybersecurity professionals who dedicate their careers to making a hacker’s life that much more difficult.
Our guests bring you experience and expertise from a range of disciplines and from different career stages. We give you various viewpoints for improving your cybersecurity – from seasoned professionals with years of experience, triumphs and lessons learned under their belt, to those in relatively early stages of their careers offering fresh eyes and new insights.
With new episodes every other Wednesday, Razorwire is a podcast for cybersecurity enthusiasts and professionals providing insights, news and fresh ideas on protecting your organisation from hackers.
For more information about us or if you have any questions you would like us to discuss email podcast@razorthorn.com.
If you need consultation, visit www.razorthorn.com, We give our clients a personalised, integrated approach to information security, driven by our belief in quality and discretion.
Linkedin: Razorthorn Security
Youtube: Razorthorn Security
Twitter: @RazorThornLTD
Loved this episode? Leave us a review and rating here
All rights reserved. © Razorthorn Security LTD 2024
This podcast uses the following third-party services for analysis:
OP3 - https://op3.dev/privacy
59 episodios
Manage episode 380825234 series 3372765
Hello, and welcome to Razorwire. This week, I've had a great time discussing the fascinating topic of artificial intelligence (AI) and its potential impact on our industry, with my esteemed Razorthorn consultants, Tom, Jamie and Michael. We explore the different types of AI, including machine learning and chatbots, and discuss the challenges of achieving a low false positive rate and high general application.
You'll gain valuable insights into the evolution of AI and why we MUST take seriously the very real potential for malicious actors to use it for nefarious purposes. We'll also be highlighting the significance of incorporating security measures into AI development and the need for responsible implementation.
By the end of this episode, you'll have a comprehensive overview of AI and its potential risks and benefits in the future of cybersecurity. So join me as we explore this exciting and important topic, and take away key insights that will help you stay ahead in the ever-changing world of cybersecurity.
"The reality of it is AI is a set of predefined algorithms for a compute standard to take in data, process that data, and then come out with a prediction, and that is impacted number one by the data that's being put into it but also the algorithms and controls that are set by the human factor programming that in."
Tom Mills
Listen to this episode on your favourite podcasting platform: https://razorwire.captivate.fm/listen
In this episode, we covered the following topics:
Overview of AI in Information Security
Michael gives us an overview of different types of AI, including machine learning and chatbots, and how they are implemented in information security.
Difference between True AI and Current State of AI
We talk about difference between true AI and machine learning.
Challenges of Achieving Low False Positive Rate and High General Application and how to improve accuracy.
AI Implementation
The consultants discuss ways of reducing risk and false positives in data discovery and leakage solutions.
Evolution of AI
The evolution of technology and the reality of whether AI will really replace jobs.
AI and Malicious Actors
The consultants discuss how AI has increased the pool of unsophisticated threat actors who can use AI engines to conduct successful attacks.
Behavioural Analysis Tools
Discussion on the use of behavioural analysis tools in detecting breaches and how they work.
Chat GPT and its Limitations
Discussion on the limitations of chat GPT and the potential for it to be used maliciously, as well as the potential for AI to develop biases based on the data it is trained on.
Quality Data for AI
The importance of quality data for AI and the process of stripping out unnecessary information to train AI models.
Ethics and Limitations of AI
The limitations of AI and the ethical considerations surrounding the data sets used to train AI models.
Regulatory Compliance Standards for AI
The lack of regulatory compliance standards for controlling AI and the potential consequences of malicious actors using AI for cyber attacks
The need for a kill switch
The importance of having a kill switch in AI to prevent it from going rogue and causing harm.
The possibility of true AI
The consultants talk about the possibility of achieving true AI, which is self-aware and can disable a kill switch.
Advice on utilising and protecting from AI
The consultants provide advice on how to best utilise AI and how to potentially best protect oneself from AI.
Interview with Chat GPT
Jim mentions his interview with Chat GPT about its views on information security.
Resources Mentioned
Behavioural analysis tools
Machine learning and threat detection
Scene products with behavioural analysis
Microsoft's AI becoming racist and sexist
The Singularity is Near by Ray Kurzweil
Elon Musk's chip for brain to computer interactivity
Tool for identifying SQL injection using AI
Other episodes you'll enjoy
ChatGPT Reveals Top 5 Cybersecurity Concerns for Businesses
https://www.razorthorn.com/chatgpt-reveals-top-5-cybersecurity-concerns-for-businesses/
Navigating the Turbulent Waters of Cybersecurity: Nationalism, Economics And AI
Connect with your host James Rees
Hello, I am James Rees, the host of the Razorwire podcast. This podcast brings you insights from leading cybersecurity professionals who dedicate their careers to making a hacker’s life that much more difficult.
Our guests bring you experience and expertise from a range of disciplines and from different career stages. We give you various viewpoints for improving your cybersecurity – from seasoned professionals with years of experience, triumphs and lessons learned under their belt, to those in relatively early stages of their careers offering fresh eyes and new insights.
With new episodes every other Wednesday, Razorwire is a podcast for cybersecurity enthusiasts and professionals providing insights, news and fresh ideas on protecting your organisation from hackers.
For more information about us or if you have any questions you would like us to discuss email podcast@razorthorn.com.
If you need consultation, visit www.razorthorn.com, We give our clients a personalised, integrated approach to information security, driven by our belief in quality and discretion.
Linkedin: Razorthorn Security
Youtube: Razorthorn Security
Twitter: @RazorThornLTD
Loved this episode? Leave us a review and rating here
All rights reserved. © Razorthorn Security LTD 2024
This podcast uses the following third-party services for analysis:
OP3 - https://op3.dev/privacy
59 episodios
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