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![[tl;dr sec] #166 - 2023 Security Predictions, Vuln Hunting with App Server Logs, Enforcing Device AuthN](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
[tl;dr sec] #166 - 2023 Security Predictions, Vuln Hunting with App Server Logs, Enforcing Device AuthN
Predictions for offense, from security leaders, and AWS, high signal vuln finding from application runtime exceptions, how Pinterest enforces managed and compliant devices in their Okta flow.

![[tl;dr sec] #165 - Hunting for Malicious Persistence in the Cloud, GitHub Action Security, Dark Sides of Machine Learning](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
[tl;dr sec] #165 - Hunting for Malicious Persistence in the Cloud, GitHub Action Security, Dark Sides of Machine Learning
How to detect malicious persistence in AWS, GCP, and Azure, leaking GitHub Action secrets and improving OIDC security posture, will ChatGPT degrade communication online?

![[tl;dr sec] #164 - Becoming Phishless, Machine Learning, Memory Safe Languages in Android 13](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
![[tl;dr sec] #163 - Rebuilding Detection and IR at LinkedIn, CVEs and Misaligned Incentives, 2022 in Review and 2023 Predictions](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
![[tl;dr sec] #161 - ChatGPT, Scaling Vulnerability Management in Microservices, Supply Chain](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
[tl;dr sec] #161 - ChatGPT, Scaling Vulnerability Management in Microservices, Supply Chain
Many varied examples of using ChatGPT, how Lyft precisely fixes OS and OS-package level vulnerabilities across ~1,000 services, Sigstore and dangerous subtleties in the GitHub download artifacts API.

![[tl;dr sec] #162 - Meaningful Security Product Metrics, Vulnerability Inbox Zero, Joe Sullivan Trial Deep Dive](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
[tl;dr sec] #162 - Meaningful Security Product Metrics, Vulnerability Inbox Zero, Joe Sullivan Trial Deep Dive
How to justify the value of your security team's investments and prioritize, how to build an Inbox Zero vulnerability management approach, Magoo's detailed blameless post-mortem of USA vs Joe Sullivan.

![[tl;dr sec] #160 - Application Security Foundations, Machine Learning Uses, Blackbox Regex Fuzzing](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)

![[tl;dr sec] #159 - Twitter vs Mastodon, GitHub Attack Trees, ThinkstScapes](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)
![[tl;dr sec] #158 - Open Security Jobs, Career Advice, Internet Egress Filtering at Lyft](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)

![[tl;dr sec] #157 - Transforming Security Champions, Production-ready osquery, Compromising Self-hosted GitHub Runners](https://media.beehiiv.com/cdn-cgi/image/format=auto,width=800,height=421,fit=scale-down,onerror=redirect/uploads/publication/thumbnail/080a561f-2435-4477-a549-ab9f115e047c/landscape_Screenshot_2024-11-21_at_10.48.21_AM.png)