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How AI Code Security Became a Medical Device Problem with Jun Xiang Tan
Ten years ago, Singapore's healthcare system got hacked. Patient records were stolen at a national scale. The government responded by building one of the most comprehensive medical device security frameworks in the world.
The Cybersecurity Labeling Scheme has four tiers. Level one means basic security controls exist. Level four means the device underwent independent code review, has advanced threat detection, and maintains continuous vulnerability management. Hospitals can see exactly what level of security they're getting before they buy.
Jun Xiang from CareHero explains why this matters, especially now that AI is showing up in medical devices without proper testing. He covers adversarial attacks on medical images, why doctors are uploading patient data to ChatGPT, and what automation bias does to clinical decision making.
Practical conversation about medical device security in Southeast Asia and what manufacturers need to know about Singapore's approach.
Episode Breakdown:
00:01 Welcome
00:31 Background
01:09 Military service
03:09 AI threats
03:45 23% problem
04:40 X-rays ChatGPT
05:43 Attacks
08:15 Poisoning
11:30 Hallucinations
14:20 AI code
17:45 Vulnerabilities
20:30 Pair programming
23:15 Guardrails
26:40 Automation bias
28:50 AI scribes
31:20 Dialects
34:05 Pre-triage
36:32 Pricing
37:25 Pair programmer
37:40 Human interpretation
The Med Device Cyber Podcast is brought to you by Blue Goat Cyber, cybersecurity experts providing essential security solutions for the medical device industry.
Learn more by visiting https://bluegoatcyber.com
If you're interested in our services or partnering with us, schedule a Discovery Session: https://meetings.hubspot.com/blue-goat-cyber/discovery-session
Christian Espinosa is the CEO and Founder of Blue Goat Cyber.
Trevor Slattery is the Chief Operating Officer at Blue Goat Cyber.
Christian Espinosa on LinkedIn: https://www.linkedin.com/in/christianespinosa/
Blue Goat Cyber on LinkedIn: https://www.linkedin.com/company/blue-goat-cyber/
Blue Goat Cyber on Instagram: https://www.instagram.com/bluegoatcyber/
Blue Goat Cyber on Facebook: https://www.facebook.com/bluegoatcyber/
Blue Goat Cyber on YouTube: https://www.youtube.com/@BlueGoatCyber/?sub_confirmation=1
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By Blue Goat CyberTen years ago, Singapore's healthcare system got hacked. Patient records were stolen at a national scale. The government responded by building one of the most comprehensive medical device security frameworks in the world.
The Cybersecurity Labeling Scheme has four tiers. Level one means basic security controls exist. Level four means the device underwent independent code review, has advanced threat detection, and maintains continuous vulnerability management. Hospitals can see exactly what level of security they're getting before they buy.
Jun Xiang from CareHero explains why this matters, especially now that AI is showing up in medical devices without proper testing. He covers adversarial attacks on medical images, why doctors are uploading patient data to ChatGPT, and what automation bias does to clinical decision making.
Practical conversation about medical device security in Southeast Asia and what manufacturers need to know about Singapore's approach.
Episode Breakdown:
00:01 Welcome
00:31 Background
01:09 Military service
03:09 AI threats
03:45 23% problem
04:40 X-rays ChatGPT
05:43 Attacks
08:15 Poisoning
11:30 Hallucinations
14:20 AI code
17:45 Vulnerabilities
20:30 Pair programming
23:15 Guardrails
26:40 Automation bias
28:50 AI scribes
31:20 Dialects
34:05 Pre-triage
36:32 Pricing
37:25 Pair programmer
37:40 Human interpretation
The Med Device Cyber Podcast is brought to you by Blue Goat Cyber, cybersecurity experts providing essential security solutions for the medical device industry.
Learn more by visiting https://bluegoatcyber.com
If you're interested in our services or partnering with us, schedule a Discovery Session: https://meetings.hubspot.com/blue-goat-cyber/discovery-session
Christian Espinosa is the CEO and Founder of Blue Goat Cyber.
Trevor Slattery is the Chief Operating Officer at Blue Goat Cyber.
Christian Espinosa on LinkedIn: https://www.linkedin.com/in/christianespinosa/
Blue Goat Cyber on LinkedIn: https://www.linkedin.com/company/blue-goat-cyber/
Blue Goat Cyber on Instagram: https://www.instagram.com/bluegoatcyber/
Blue Goat Cyber on Facebook: https://www.facebook.com/bluegoatcyber/
Blue Goat Cyber on YouTube: https://www.youtube.com/@BlueGoatCyber/?sub_confirmation=1