# Application Security Roundup - July

DevFeed: [Application Security Roundup - July](<https://devfeed.tech/articles/application-security-roundup-july-36679.md>)

Original publisher: [Read original article](<https://shostack.org/blog/appsec-roundup-july/>)

Author: Adam

Published: 2022-07-30T00:00:00Z

Content type: article

Language: en

Sources: [Shostack & Friends Blog](<https://devfeed.tech/sources/shostack-friends-blog.md>)

Topics: [Application Security](<https://devfeed.tech/topics/application-security.md>), [Machine Learning, Security Attacks](<https://devfeed.tech/topics/machine-learning-security-attacks.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>)

Tags: [application-security](<https://devfeed.tech/tags/application-security.md>), [appsec](<https://devfeed.tech/tags/appsec.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [performance](<https://devfeed.tech/tags/performance.md>)

## AI overview

A July roundup of application security posts covering attacks on machine learning systems, Spotify's adaptation of the C4 model for understanding system architecture, and the relationship between performance and security.

## Source excerpt

Interesting appsec posts: machine learning, performance, and C4