Anton Chuvakin
@anton1chuvakin.bsky.social
📤 938
📥 2453
📝 41
www.chuvakin.org
"How Google Does It: Collecting and analyzing cloud forensics"
cloud.google.com/transform/ho...
<- the next HGD blog in our series, very fun (because cloud forensics!)
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How Google Does It: Collecting and analyzing cloud forensics | Google Cloud Blog
Here’s how Google’s Incident Management and Digital Forensics team gathers and analyzes digital evidence.
https://cloud.google.com/transform/how-google-does-it-collecting-and-analyzing-cloud-forensics
2 days ago
0
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EP256 Rewiring Democracy & Hacking Trust: Bruce Schneier on the AI Offense-Defense Balance
cloud.withgoogle.com/cloudsecurit...
<- the last podcast of 2025 we just aired. See you in 2026!
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EP256 Rewiring Democracy & Hacking Trust: Bruce Schneier on the AI Offense-Defense Balance
The Cloud Security Podcast from Google is a weekly news and interview show with insights from the cloud security community.
https://cloud.withgoogle.com/cloudsecurity/podcast/ep256-rewiring-democracy-hacking-trust-bruce-schneier-on-the-ai-offense-defense-balance/
4 days ago
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"Implementing Secure AI Framework (#SAIF) Controls in Google Cloud"
security.googlecloudcommunity.com/ciso-blog-77...
<- this blog launches a new paper on SAIF
#AI
controls in Google Cloud. More useful than fun, admittedly :-)
4 days ago
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"How Google Does It: Securing production services, servers, and workloads"
cloud.google.com/transform/ho...
<- another post in this fun series!
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How Google Does It: Securing production services, servers, and workloads | Google Cloud Blog
Here are the three core pillars that define how we protect production workloads at Google-scale.
https://cloud.google.com/transform/how-google-does-it-securing-production-services-servers-workloads
10 days ago
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So this one is *a bit* self promotional but we are doing a very fun
#AI
#SOC
webinar with Allie Mellen and I think you should listen in :-)
security.googlecloudcommunity.com/ciso-blog-77...
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The Agentic SOC: Humans, Agents, and the Future of Defense | Community
In the ever-evolving world of cybersecurity, we’ve learned to live with a constant churn of buzzwords. Remember the good old days of "Big Data," "Next-Gen" everything, and the brief, bright explosion…
https://security.googlecloudcommunity.com/ciso-blog-77/the-agentic-soc-humans-agents-and-the-future-of-defense-6396
16 days ago
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reposted by
Anton Chuvakin
"250 Episodes of Cloud Security Podcast by Google: From Confidential Computing to AI-Ready SOC"
medium.com/anton-on-sec...
(cc @CloudSecPodcast)
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250 Episodes of Cloud Security Podcast by Google: From Confidential Computing to AI-Ready SOC
So this may suck, but I am hoping to at least earn some points for honesty here. I wanted to write something pithy and smart once I…
https://medium.com/anton-on-security/250-episodes-of-cloud-security-podcast-by-google-from-confidential-computing-to-ai-ready-soc-b8cb62c6ee9a
about 2 months ago
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"How Google Does It: Network security in a nutshell"
cloud.google.com/transform/ho...
<- this is another fun blog in how HGD series, this time about netsec. Also, take a look at the author names.... YES, REALLY!
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How Google Does It: Network security in a nutshell | Google Cloud Blog
At Google, we consider our fundamental network security perimeters to be state-of-the-art, in part because they rely on defense in depth. Here’s our approach.
https://bit.ly/4nQEUBZ
about 1 month ago
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reposted by
Anton Chuvakin
"The Big Idea: Security Assurance is NOT Just QA for AI!"
security.googlecloudcommunity.com/ciso-blog-77...
<- this has the Cliff's notes; full paper if you can handle it:
research.google/pubs/securit...
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The Big Idea: Security Assurance is NOT Just QA for AI! | Community
Think of quality assurance (QA) for products. Security assurance plays a similar, yet distinct, role for systems and applications and, yes, now also for AI. It's all about building high confidence…
https://security.googlecloudcommunity.com/ciso-blog-77/the-big-idea-security-assurance-is-not-just-qa-for-ai-6139
about 1 month ago
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"The Big Idea: Security Assurance is NOT Just QA for AI!"
security.googlecloudcommunity.com/ciso-blog-77...
<- this has the Cliff's notes; full paper if you can handle it:
research.google/pubs/securit...
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The Big Idea: Security Assurance is NOT Just QA for AI! | Community
Think of quality assurance (QA) for products. Security assurance plays a similar, yet distinct, role for systems and applications and, yes, now also for AI. It's all about building high confidence…
https://security.googlecloudcommunity.com/ciso-blog-77/the-big-idea-security-assurance-is-not-just-qa-for-ai-6139
about 1 month ago
0
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"250 Episodes of Cloud Security Podcast by Google: From Confidential Computing to AI-Ready SOC"
medium.com/anton-on-sec...
(cc @CloudSecPodcast)
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250 Episodes of Cloud Security Podcast by Google: From Confidential Computing to AI-Ready SOC
So this may suck, but I am hoping to at least earn some points for honesty here. I wanted to write something pithy and smart once I…
https://medium.com/anton-on-security/250-episodes-of-cloud-security-podcast-by-google-from-confidential-computing-to-ai-ready-soc-b8cb62c6ee9a
about 2 months ago
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"How Google Does It: Threat modeling, from basics to AI"
cloud.google.com/transform/ho...
<- another HGD blog, very fun, and yes, with some details omitted :-)
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How Google Does It: Threat modeling, from basics to AI | Google Cloud Blog
Threat modeling plays a critical role at Google in how we detect and respond to threats — and secure our use of the public cloud.
https://cloud.google.com/transform/how-google-does-it-threat-modeling-from-basics-to-ai/
about 2 months ago
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reposted by
Anton Chuvakin
"Simple to Ask: Is Your
#SOC
#AI
Ready? Not Simple to Answer!"
medium.com/anton-on-sec...
<- How to tell if your SOC is ready for AI? A simple 5 point framework :-)
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Simple to Ask: Is Your SOC AI Ready? Not Simple to Answer!
In early 1900s, factory owners bolted the new electric dynamo onto their old, central-shaft-and-pulley systems. They thought they were…
https://medium.com/anton-on-security/simple-to-ask-is-your-soc-ai-ready-not-simple-to-answer-858d6789b9fa
2 months ago
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reposted by
Anton Chuvakin
"How Google Does It: Building
#AI
agents for cybersecurity and defense"
cloud.google.com/transform/ho...
<- another fun blog in our series on how Google does security; this time ... AI AGENTS! Enjoy!
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How Google Does It: Building AI agents for cybersecurity and defense | Google Cloud Blog
At Google, we’ve moved from talking about AI agents to actively using them for security. Here are four critical lessons that helped shape our approach.
https://cloud.google.com/transform/how-google-does-it-building-ai-agents-cybersecurity-defense/
about 2 months ago
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"10+ Tips for Governing
#AI
Agents"
security.googlecloudcommunity.com/community-bl...
<- this is a bit dense (so perhaps not fun?) but kinda useful and stems from MANY painful conversations on this topic....
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10 Tips for Governing AI Agents | Community
Co-Author: Marina KaganovichThe rapid evolution from generative artificial intelligence, commonly known as genAI, to agentic AI is a stark reminder to organizations to prioritize “going back to…
https://security.googlecloudcommunity.com/community-blog-42/10-tips-for-governing-ai-agents-6081
about 2 months ago
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0
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"How Google Does It: Building
#AI
agents for cybersecurity and defense"
cloud.google.com/transform/ho...
<- another fun blog in our series on how Google does security; this time ... AI AGENTS! Enjoy!
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How Google Does It: Building AI agents for cybersecurity and defense | Google Cloud Blog
At Google, we’ve moved from talking about AI agents to actively using them for security. Here are four critical lessons that helped shape our approach.
https://cloud.google.com/transform/how-google-does-it-building-ai-agents-cybersecurity-defense/
about 2 months ago
0
4
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"Simple to Ask: Is Your
#SOC
#AI
Ready? Not Simple to Answer!"
medium.com/anton-on-sec...
<- How to tell if your SOC is ready for AI? A simple 5 point framework :-)
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Simple to Ask: Is Your SOC AI Ready? Not Simple to Answer!
In early 1900s, factory owners bolted the new electric dynamo onto their old, central-shaft-and-pulley systems. They thought they were…
https://medium.com/anton-on-security/simple-to-ask-is-your-soc-ai-ready-not-simple-to-answer-858d6789b9fa
2 months ago
0
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reposted by
Anton Chuvakin
SwiftOnSecurity
2 months ago
It's actually really fucked to sell a pet feeder that doesn't even have the schedule stored on the device. Oh so they nuke Virginia and thousands of animals around the world just starve? That was your plan here?
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Anton Chuvakin
"#SIEM, Startups, and the Myth (Reality?) of IT Inertia: A Reformed Analyst Reflects on SIEM MQ 2025"
medium.com/anton-on-sec...
<- kinda what it says in the title; warning: this is a tepid take, NOT a hot take :-)
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SIEM, Startups, and the Myth (Reality?) of IT Inertia: A Reformed Analyst Reflects on SIEM MQ 2025
It’s not every day you get to reflect on a journey that started as an odd “googley” startup and culminates in a shiny Leaders placement on…
https://medium.com/anton-on-security/siem-startups-and-the-myth-reality-of-it-inertia-a-reformed-analyst-reflects-on-siem-mq-2025-88dc45358fba
2 months ago
0
3
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"#SIEM, Startups, and the Myth (Reality?) of IT Inertia: A Reformed Analyst Reflects on SIEM MQ 2025"
medium.com/anton-on-sec...
<- kinda what it says in the title; warning: this is a tepid take, NOT a hot take :-)
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SIEM, Startups, and the Myth (Reality?) of IT Inertia: A Reformed Analyst Reflects on SIEM MQ 2025
It’s not every day you get to reflect on a journey that started as an odd “googley” startup and culminates in a shiny Leaders placement on…
https://medium.com/anton-on-security/siem-startups-and-the-myth-reality-of-it-inertia-a-reformed-analyst-reflects-on-siem-mq-2025-88dc45358fba
2 months ago
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reposted by
Anton Chuvakin
"#AI Adoption: Learning from the Cloud's Early Days"
security.googlecloudcommunity.com/community-bl...
<- this is NOT new, but I end up seeing more and more lessons for current AI adoption wave in the previous cloud adoption wave. It definitely rhymes!
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AI Adoption: Learning from the Cloud's Early Days | Community
In the early days of cloud computing around the mid-2010s, many organizations began informally experimenting with the cloud. Cloud was new and exciting, cloud was free (at times and in small doses),…
https://security.googlecloudcommunity.com/community-blog-42/ai-adoption-learning-from-the-cloud-s-early-days-3954
3 months ago
0
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"#AI Adoption: Learning from the Cloud's Early Days"
security.googlecloudcommunity.com/community-bl...
<- this is NOT new, but I end up seeing more and more lessons for current AI adoption wave in the previous cloud adoption wave. It definitely rhymes!
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AI Adoption: Learning from the Cloud's Early Days | Community
In the early days of cloud computing around the mid-2010s, many organizations began informally experimenting with the cloud. Cloud was new and exciting, cloud was free (at times and in small doses),…
https://security.googlecloudcommunity.com/community-blog-42/ai-adoption-learning-from-the-cloud-s-early-days-3954
3 months ago
0
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reposted by
Anton Chuvakin
"3 new ways to use
#AI
as your security sidekick"
cloud.google.com/transform/3-...
<- this is NOT new, but this use cases do help today even though they are so old (meh ... April 2025); bonus: nothing to buy to do this!
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3 new ways to use AI as your security sidekick | Google Cloud Blog
Generative AI is already providing clear and impactful security results. Here’s three decisive examples that organizations can adopt right now.
https://cloud.google.com/transform/3-new-ways-ai-security-sidekick
3 months ago
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"Decoupled SIEM: Where I Think We Are Now?"
medium.com/anton-on-sec...
<- well, you wanted this, and here is ... NOT this, but more of an incomplete thought / rambling on decoupled
#SIEM
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Decoupled SIEM: Where I Think We Are Now?
In the world of security operations, there is a growing fascination with the concept of a “decoupled SIEM,” where detection, reporting…
https://medium.com/anton-on-security/decoupled-siem-where-i-think-we-are-now-89ab9f3df43f
3 months ago
0
1
0
"3 new ways to use
#AI
as your security sidekick"
cloud.google.com/transform/3-...
<- this is NOT new, but this use cases do help today even though they are so old (meh ... April 2025); bonus: nothing to buy to do this!
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3 new ways to use AI as your security sidekick | Google Cloud Blog
Generative AI is already providing clear and impactful security results. Here’s three decisive examples that organizations can adopt right now.
https://cloud.google.com/transform/3-new-ways-ai-security-sidekick
3 months ago
0
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"Anton’s Security Blog Quarterly Q3 2025"
medium.com/anton-on-sec...
<- my usual semi regular list of my top blogs and podcasts, enjoy!
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Anton’s Security Blog Quarterly Q3 2025
Amazingly, Medium has fixed the stats so my blog / podcast quarterly is back to life. As before, this covers both Anton on Security and my…
https://medium.com/anton-on-security/antons-security-blog-quarterly-q3-2025-74fc422be3d3
3 months ago
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"The Gravity of Process: Why New Tech Never Fixes Broken Process and Can AI Change It?"
medium.com/@anton.chuva...
<- long simmering debate on tech changing broken/missing process and
#AI
role in it...
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The Gravity of Process: Why New Tech Never Fixes Broken Process and Can AI Change It?
Let’s tackle the age old question: can new technology fix broken or missing processes?
https://medium.com/@anton.chuvakin/the-gravity-of-process-why-new-tech-never-fixes-broken-process-and-can-ai-change-it-ee0ba3c58ade
3 months ago
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reposted by
Anton Chuvakin
Ars Technica
3 months ago
The IT industry has already prepared for thousands of AI-driven job losses and will likely see more, though we could reach a point where AI will be something that everyone in IT will have to become familiar with in one way or another.
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AI will consume all of IT by 2030—but not all IT jobs, Gartner says
AI still threatens entry-level IT jobs.
https://arstechnica.com/information-technology/2025/09/no-ai-jobs-bloodbath-as-ai-permeates-all-it-work-over-the-next-5-years/?utm_source=bluesky&utm_medium=social&utm_campaign=aud-dev&utm_social-type=owned
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reposted by
Anton Chuvakin
"#SOC Visibility Triad is Now A Quad — SOC Visibility Quad 2025"
medium.com/anton-on-sec...
5 months ago
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"#SOC Visibility Triad is Now A Quad — SOC Visibility Quad 2025"
medium.com/anton-on-sec...
5 months ago
0
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reposted by
Anton Chuvakin
"Google Cloud Security Threat Horizons Report #12 Is Out!"
medium.com/@anton.chuva...
<- lots of fun cloud intrusions, some old ... some really old :-)
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Google Cloud Security Threat Horizons Report #12 Is Out!
This is my completely informal, uncertified, unreviewed and otherwise completely unofficial blog inspired by my reading of our next Threat…
https://medium.com/@anton.chuvakin/google-cloud-security-threat-horizons-report-12-is-out-6e84e700467f
5 months ago
0
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"Google Cloud Security Threat Horizons Report #12 Is Out!"
medium.com/@anton.chuva...
<- lots of fun cloud intrusions, some old ... some really old :-)
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Google Cloud Security Threat Horizons Report #12 Is Out!
This is my completely informal, uncertified, unreviewed and otherwise completely unofficial blog inspired by my reading of our next Threat…
https://medium.com/@anton.chuvakin/google-cloud-security-threat-horizons-report-12-is-out-6e84e700467f
5 months ago
0
3
1
reposted by
Anton Chuvakin
"The Modern Security and Governance Stack Isn’t Ready for
#AI
Agents"
securetrajectories.substack.com/p/the-modern...
<- a very fun read, a perfect balance of sad and useful :-)
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The Modern Security and Governance Stack Isn’t Ready for AI Agents
Agents aren’t users, non-human identities, APIs, or service accounts that our current tooling covers
https://securetrajectories.substack.com/p/the-modern-security-and-governance-stack-isnt-ready-for-ai-agents
5 months ago
0
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reposted by
Anton Chuvakin
'“Maverick” — Scorched Earth
#SIEM
Migration FTW!'
medium.com/@anton.chuva...
<- it is weird, it is fun, it is about ... SIEM!
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“Maverick” — Scorched Earth SIEM Migration FTW!
In my days there, Gartner had Maverick research (here is mine, from 2015 about social engineering AIs…. yes, really!) that “deliberately…
https://medium.com/@anton.chuvakin/maverick-scorched-earth-siem-migration-ftw-8a1467cb5501
5 months ago
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'“Maverick” — Scorched Earth
#SIEM
Migration FTW!'
medium.com/@anton.chuva...
<- it is weird, it is fun, it is about ... SIEM!
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“Maverick” — Scorched Earth SIEM Migration FTW!
In my days there, Gartner had Maverick research (here is mine, from 2015 about social engineering AIs…. yes, really!) that “deliberately…
https://medium.com/@anton.chuvakin/maverick-scorched-earth-siem-migration-ftw-8a1467cb5501
5 months ago
0
3
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"The Modern Security and Governance Stack Isn’t Ready for
#AI
Agents"
securetrajectories.substack.com/p/the-modern...
<- a very fun read, a perfect balance of sad and useful :-)
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The Modern Security and Governance Stack Isn’t Ready for AI Agents
Agents aren’t users, non-human identities, APIs, or service accounts that our current tooling covers
https://securetrajectories.substack.com/p/the-modern-security-and-governance-stack-isnt-ready-for-ai-agents
5 months ago
0
2
2
reposted by
Anton Chuvakin
"Anton’s Security Blog Quarterly Q2 2025"
medium.com/anton-on-sec...
<- my sort-of quarterly-ish top list of my blogs and podcast episodes. Here is Q2 2025!
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Anton’s Security Blog Quarterly Q2 2025
Amazingly, Medium has fixed the stats so my blog/podcast quarterly is back to life. As before, this covers both Anton on Security and my…
https://medium.com/anton-on-security/antons-security-blog-quarterly-q2-2025-9b97cc9cd3b3
6 months ago
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"Anton’s Security Blog Quarterly Q2 2025"
medium.com/anton-on-sec...
<- my sort-of quarterly-ish top list of my blogs and podcast episodes. Here is Q2 2025!
loading . . .
Anton’s Security Blog Quarterly Q2 2025
Amazingly, Medium has fixed the stats so my blog/podcast quarterly is back to life. As before, this covers both Anton on Security and my…
https://medium.com/anton-on-security/antons-security-blog-quarterly-q2-2025-9b97cc9cd3b3
6 months ago
2
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1
"The Hard Truths of
#SOC
Modernization"
www.googlecloudcommunity.com/gc/Community...
<- perhaps not novel for everybody but a useful reminder for many (from our Office of the CISO team)
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The Hard Truths of SOC Modernization
Modernizing a Security Operations Center (SOC) is a complex challenge for many organizations, often leading to delays, difficulties and considerable frustration, in achieving a truly effective…
https://www.googlecloudcommunity.com/gc/Community-Blog/The-Hard-Truths-of-SOC-Modernization/ba-p/918182
6 months ago
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"Output-driven
#SIEM
— 13 years later"
medium.com/anton-on-sec...
<- a fun "blast from the past AND then into the future." 2009 SIEM and AI agents. Fun!
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Output-driven SIEM — 13 years later
Output-driven SIEM! Apart from EDR and SOC visibility triad, this is probably my most known “invention” even though I was very clear that…
https://medium.com/anton-on-security/output-driven-siem-13-years-later-c549370abf11
6 months ago
0
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"Cloud
#CISO
Perspectives: How Google secures
#AI
Agents"
cloud.google.com/blog/product...
<- a very fun read, new paper on securing agents at Google!
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Cloud CISO Perspectives: How Google secures AI Agents | Google Cloud Blog
To help mitigate potential agentic AI risks, we need to invest in a new field of study focused specifically on securing agent systems.
https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-how-google-secures-ai-agents/
6 months ago
0
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0
reposted by
Anton Chuvakin
Infosecsie (ツンデレ)
6 months ago
• Microsoft’s research on how AI causes cognitive decline in users:
www.microsoft.com/en-us/resear...
• Forbes article with similar conclusions about cognitive decline:
www.forbes.com/sites/chrisw...
• WorkLife article citing how AI makes workers less productive:
www.worklife.news/technology/a...
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The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers - Microsoft Research
The rise of Generative AI (GenAI) in knowledge workflows raises questions about its impact on critical thinking skills and practices. We survey 319 knowledge workers to investigate 1) when and how the...
https://www.microsoft.com/en-us/research/publication/the-impact-of-generative-ai-on-critical-thinking-self-reported-reductions-in-cognitive-effort-and-confidence-effects-from-a-survey-of-knowledge-workers/
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reposted by
Anton Chuvakin
"#RSA 2025: AI’s Promise vs. Security’s Past — A Reality Check"
#RSAC
#RSA2025
medium.com/anton-on-sec...
<- my long-expected recap!
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RSA 2025: AI’s Promise vs. Security’s Past — A Reality Check”
Ah, RSA. That yearly theater (Carnival? Circus? Orgy? Got any better synonyms, Gemini?) of 44,000 people vaguely (hi salespeople!) related…
https://medium.com/anton-on-security/rsa-2025-ais-promise-vs-security-s-past-a-reality-check-e06deb3bd579
7 months ago
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"#RSA 2025: AI’s Promise vs. Security’s Past — A Reality Check"
#RSAC
#RSA2025
medium.com/anton-on-sec...
<- my long-expected recap!
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RSA 2025: AI’s Promise vs. Security’s Past — A Reality Check”
Ah, RSA. That yearly theater (Carnival? Circus? Orgy? Got any better synonyms, Gemini?) of 44,000 people vaguely (hi salespeople!) related…
https://medium.com/anton-on-security/rsa-2025-ais-promise-vs-security-s-past-a-reality-check-e06deb3bd579
7 months ago
0
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Our
#RSAC
#RSA
2025 recap podcast:
cloud.withgoogle.com/cloudsecurit...
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EP223 AI Addressable, Not AI Solvable: Reflections from RSA 2025
The Cloud Security Podcast from Google is a weekly news and interview show with insights from the cloud security community.
https://cloud.withgoogle.com/cloudsecurity/podcast/ep223-ai-addressable-not-ai-solvable-reflections-from-rsa-2025/
8 months ago
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reposted by
Anton Chuvakin
Jake Williams
8 months ago
Maybe they thought the "C" in CFP stands for "Claude"?
add a skeleton here at some point
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reposted by
Anton Chuvakin
Fernando Montenegro (he/him)
8 months ago
Look at original thread for this. Scary.
add a skeleton here at some point
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reposted by
Anton Chuvakin
fwd:cloudsec
8 months ago
Ticket sales for fwd:cloudsec Europe 2025 goes live on April 22nd, first batch at 9 AM CET and a second batch at 7PM CET. Tickets are sold through Swoogo, link at
fwdcloudsec.org/conference/e...
..
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fwd:cloudsec Europe 2025 | fwd:cloudsec
fwd:cloudsec is a non-profit conference on cloud security. At this conference you can expect discussions about all the major cloud platforms, both attack and defense research, limitations of security...
https://fwdcloudsec.org/conference/europe/
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reposted by
Anton Chuvakin
Chris Farris
8 months ago
I would say that AI has sucked enough oxygen from the room that we're probably failing at the basics (more than we've always failed at the basics).
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"Demystifying AI Security: New Paper on Real-World
#SAIF
Applications" a new paper from our team (Office of the CISO at Google Cloud)
www.googlecloudcommunity.com/gc/Community...
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Demystifying AI Security: New Paper on Real-World SAIF Applications
The AI revolution is here, and it's moving fast. You know the promise: transformative capabilities, game-changing efficiencies, better tools. But with great power comes great responsibility, and in…
https://www.googlecloudcommunity.com/gc/Community-Blog/Demystifying-AI-Security-New-Paper-on-Real-World-SAIF/ba-p/891736
8 months ago
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My observation from
#RSAC
2025 is that so far the evidence of "#AI is a game-changer for security" is fairly scarce. "SO FAR" being a very load-bearing so far, mind you...
8 months ago
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