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  1. 4/

    I've been thinking about #uncertainty from risk POV, & Doug Hubbard's concepts of calibrated estimators. My team does weekly calibrations for #estimating uncertainty. Listening to Choi-Greene talk about AI's certainty - confidently wrong, sometimes - I couldn't help but think that having calibrated, specific uncertainty on events, plans, projects, #technology would become MORE valuable in the future.

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

  2. 4/

    I've been thinking about #uncertainty from risk POV, & Doug Hubbard's concepts of calibrated estimators. My team does weekly calibrations for #estimating uncertainty. Listening to Choi-Greene talk about AI's certainty - confidently wrong, sometimes - I couldn't help but think that having calibrated, specific uncertainty on events, plans, projects, #technology would become MORE valuable in the future.

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

  3. 3/

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

    Last year #BSidesSeattle, #llm / #genai / #agentic AI looked like hype that might blow over. This year acceptance, realistic / grounded direct topics.

    Emily Choi-Greene's applying AI to Threat Modeling was a great kick off session. Best part was genAI's confidence - & the value of uncertainty.

  4. 3/

    @bsidesseattle #BSidesSeattle #BSidesSEA #2026 #cybersecurity #infosec #cyber #security

    Last year #BSidesSeattle, #llm / #genai / #agentic AI looked like hype that might blow over. This year acceptance, realistic / grounded direct topics.

    Emily Choi-Greene's applying AI to Threat Modeling was a great kick off session. Best part was genAI's confidence - & the value of uncertainty.

  5. #BSidesSeattle #BSidesSEA 2026 thoughts:

    2/

    Brian Myers' talk "Waking Up to AI: An Adventure in Governance" was fabulous. I heard him @ #BsidesPDX Oct on #British #Library #ransomware, so knew it'd be good.

    The realistic, slow walk through for companies caught off guard by #AI and #LLMs - and the supply chain issues it brings up - reinforced the idea that weaknesses and strengths can be amplified by AI; leaving me wondering where are the brakes (so we can go fast).

    #infosec #cyber #security

  6. #BSidesSeattle #BSidesSEA 2026 thoughts:

    2/

    Brian Myers' talk "Waking Up to AI: An Adventure in Governance" was fabulous. I heard him @ #BsidesPDX Oct on #British #Library #ransomware, so knew it'd be good.

    The realistic, slow walk through for companies caught off guard by #AI and #LLMs - and the supply chain issues it brings up - reinforced the idea that weaknesses and strengths can be amplified by AI; leaving me wondering where are the brakes (so we can go fast).

    #infosec #cyber #security

  7. Excellent #BSidesSeattle #BSidesSEA 2026. Unpacking a few thoughts:

    1/

    Super enjoyed "The Security Policy Rollout Survival Guide" by Maya Kaczorowski. Great talk! Wish it had been a 1 hour. She may mean something else but this is my take home:
    1) who set the policy is who should enforce
    2) a pilot project is actually a #decision, not #research. Treat it as such
    These may not be #hot #new #information to others, but it really resonated with me. Thank you Maya! Great talk.

    @bsidesseattle

  8. Excellent #BSidesSeattle #BSidesSEA 2026. Unpacking a few thoughts:

    1/

    Super enjoyed "The Security Policy Rollout Survival Guide" by Maya Kaczorowski. Great talk! Wish it had been a 1 hour. She may mean something else but this is my take home:
    1) who set the policy is who should enforce
    2) a pilot project is actually a #decision, not #research. Treat it as such
    These may not be #hot #new #information to others, but it really resonated with me. Thank you Maya! Great talk.

    @bsidesseattle

  9. Y'all
    I had such an amazing experience at #BSidesSeattle this year.
    That area's tech scene feels so alive.

    I wrote up some of my thoughts on the event.

    blog.gitguardian.com/bsides-se

    #BSidesSEA

  10. Y'all
    I had such an amazing experience at #BSidesSeattle this year.
    That area's tech scene feels so alive.

    I wrote up some of my thoughts on the event.

    blog.gitguardian.com/bsides-se

    #BSidesSEA

  11. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at - this is very useful. Just pointing out that an article does not make a specific point you'd like to see is "helpy". Pointing out that many people already knew what an article states also does little for the world. Being actually helpful looks different & is more work. 1/2

  12. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at #BSidesSEA - this is very useful. Just pointing out that an article does not make a specific point you'd like to see is "helpy". Pointing out that many people already knew what an article states also does little for the world. Being actually helpful looks different & is more work. 1/2

  13. #BSidesSeattle #BSidesSEA

    A pain in the SaaS: Scalable Detection in the Age of Data Sprawl
    Alan Braithwaite

  14. #BSidesSeattle #BSidesSEA

    A pain in the SaaS: Scalable Detection in the Age of Data Sprawl
    Alan Braithwaite

  15. #BSidesSeattle #BSidesSEA

    Unpacking Session ID Security: Entropy, Encoding, and Math (Oh My!)
    Jake Karnes

  16. #BSidesSeattle #BSidesSEA

    Unpacking Session ID Security: Entropy, Encoding, and Math (Oh My!)
    Jake Karnes

  17. The Day After 'Day One': A Security Leader's Guide to Surviving M&A Without Day Drinking
    Hilary Young

    #BSidesSeattle #BSidesSEA

  18. The Day After 'Day One': A Security Leader's Guide to Surviving M&A Without Day Drinking
    Hilary Young

    #BSidesSeattle #BSidesSEA

  19. Human Fingerprints: Building Better Tabletop Exercises with Realistic Adversary Tradecraft
    Chloe Tucker

    #BSidesSeattle #BSidesSEA

  20. Human Fingerprints: Building Better Tabletop Exercises with Realistic Adversary Tradecraft
    Chloe Tucker

    #BSidesSeattle #BSidesSEA

  21. “If you’re in your comfort zone, you’re in the wrong role.”

    “Lean into things that scare you - that’s how you grow.”
    @leisures

    #BSidesSeattle #BSidesSEA

  22. “If you’re in your comfort zone, you’re in the wrong role.”

    “Lean into things that scare you - that’s how you grow.”
    @leisures

    #BSidesSeattle #BSidesSEA

  23. Quantum Computing: The Coming Revolution in Security and Cryptography
    Shalini Menon

    #BSidesSeattle #BSidesSEA

  24. Quantum Computing: The Coming Revolution in Security and Cryptography
    Shalini Menon

    #BSidesSeattle #BSidesSEA

  25. Really good talk from Heather Flanagan on a subject near to my heart:
    Beyond Humans: The Event Horizon for Identity & Access Management

    #BSidesSeattle #BSidesSEA

  26. Really good talk from Heather Flanagan on a subject near to my heart:
    Beyond Humans: The Event Horizon for Identity & Access Management

    #BSidesSeattle #BSidesSEA

  27. #BSidesSeattle #BSidesSEA
    Hardening GitHub Actions: Protecting your pipeline from attackers
    Magno Logan

  28. #BSidesSeattle #BSidesSEA
    Hardening GitHub Actions: Protecting your pipeline from attackers
    Magno Logan

  29. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at #BSidesSEA

    (If all you are doing is pointing at things and saying "look I found all these problems" you're not helping, you're being helpy... Being "helpy" allows you to claim that you're part of the process and a valuable part of the team and it makes you visible in meetings but doesn't actually improve anything.)

  30. "Learn the difference between 'helping' and being 'helpy'"

    ~ @wendynather at #BSidesSEA

    (If all you are doing is pointing at things and saying "look I found all these problems" you're not helping, you're being helpy... Being "helpy" allows you to claim that you're part of the process and a valuable part of the team and it makes you visible in meetings but doesn't actually improve anything.)

  31. Day Two of #BSidesSEA kicks off with @wendynather doing one thing she does like no other: delivering hard truths and hard days with soft words and soft smiles so that people will really listen.

    Always love seeing her speak. 💚

  32. Day Two of #BSidesSEA kicks off with @wendynather doing one thing she does like no other: delivering hard truths and hard days with soft words and soft smiles so that people will really listen.

    Always love seeing her speak. 💚

  33. Listen up. It’s Wendy Fucking Nather preaching what we need to hear about the security poverty line.

    @wendynather here at #BsidesSEA lighting it up at 9AM for the keynote.

  34. Listen up. It’s Wendy Fucking Nather preaching what we need to hear about the security poverty line.

    @wendynather here at #BsidesSEA lighting it up at 9AM for the keynote.

  35. I am very glad to be here for the day 2 Keynote at #BSidesSeattle from the legendary Wendy Nather

    Falling Off the Edge, And How to Help

    #BSidesSEA

  36. I am very glad to be here for the day 2 Keynote at #BSidesSeattle from the legendary Wendy Nather

    Falling Off the Edge, And How to Help

    #BSidesSEA

  37. My first time seeing @Tarah in person today at #bsidessea and she was a magnetic presenter though her topic was depressing (the state of everything is not Wheeler's fault obviously).

    #bsidesseattle2025

  38. My first time seeing @Tarah in person today at #bsidessea and she was a magnetic presenter though her topic was depressing (the state of everything is not Wheeler's fault obviously).

    #bsidesseattle2025

  39. End of Day1 at #BSidesSeattle

    How Attackers (or Red Teamers) navigate Azure using Key Vault Lateral Movement

    Christiano Bianchet

    #BSidesSEA

  40. End of Day1 at #BSidesSeattle

    How Attackers (or Red Teamers) navigate Azure using Key Vault Lateral Movement

    Christiano Bianchet

    #BSidesSEA

  41. There's No One Coming to Save Us: Small and Underfunded Organizations In An Age of Chaos
    Tarah Wheeler

    #BSidesSeattle #BSidesSEA

  42. There's No One Coming to Save Us: Small and Underfunded Organizations In An Age of Chaos
    Tarah Wheeler

    #BSidesSeattle #BSidesSEA

  43. #BSidesSeattle #BSidesSEA

    Secure Your World in 2025!

    By CISA employees Alexander Salazar Jr and RJ Niesen

  44. #BSidesSeattle #BSidesSEA

    Secure Your World in 2025!

    By CISA employees Alexander Salazar Jr and RJ Niesen

  45. #BSidesSeattle #BSidesSEA

    Why Empathy is THE Critical (and Underrated) Cybersecurity Skill

    From Ralph Hogaboom and Liz Lewis-Lee

  46. #BSidesSeattle #BSidesSEA

    Why Empathy is THE Critical (and Underrated) Cybersecurity Skill

    From Ralph Hogaboom and Liz Lewis-Lee

  47. Hey #BSidesSeattle
    Anyone want to sing Karaoke tonight?!?!
    A few of us are meeting up at Palmer's East around 8:30ish to socialize and sing together
    If you are seeing this, you are invited :)

    7853 Leary Wy, Redmond, WA 98052

    #BSidesSEA

  48. Hey #BSidesSeattle
    Anyone want to sing Karaoke tonight?!?!
    A few of us are meeting up at Palmer's East around 8:30ish to socialize and sing together
    If you are seeing this, you are invited :)

    7853 Leary Wy, Redmond, WA 98052

    #BSidesSEA

  49. This talk by Vasilii Ermilov on Github Actions was pretty interesting among the morning bunch, wish I understood more about the scanning tools he was using to pull from HackerOne. #bsidessea

  50. #BSidesSeattle #BSidesSEA
    A Guide for Managing and Mitigating Insider Threats
    Andrew Spottswood

  51. #BSidesSeattle #BSidesSEA
    A Guide for Managing and Mitigating Insider Threats
    Andrew Spottswood

  52. I have been looking forward to this session on one of my favorite topics:

    Implementing SPIFFE for Zero Trust Multi-Cloud Workload Authentication

    From Nivathan Athiganoor Somasundharam

    #BSidesSeattle #BSidesSEA

  53. I have been looking forward to this session on one of my favorite topics:

    Implementing SPIFFE for Zero Trust Multi-Cloud Workload Authentication

    From Nivathan Athiganoor Somasundharam

    #BSidesSeattle #BSidesSEA

  54. A completely full room and overflowing crowd for
    "When authn breaks: real world failures"
    from Maya Kaczorowski

    #BSidesSeattle #BSidesSEA

  55. A completely full room and overflowing crowd for
    "When authn breaks: real world failures"
    from Maya Kaczorowski

    #BSidesSeattle #BSidesSEA