The Red Agent POV: How it Reasoned its Way to SSRF

Part 1: How the Red Agent uncovered a multi-step attack chain allowing SSRF-to-Local-File-Read on a GCP Cloud Run API...

CVE-2026-4810

A Code Injection and Missing Authentication vulnerability in Google Agent Development Kit ADK versions 1.7.0 and 2.0.0a1 through 1.28.1 and 2.0.0a2 on Python OSS, Cloud Run, and GKE allows an unauthenticated remote attacker to execute arbitrary code on the server hosting the ADK instance. This...

Introducing Runtime Threat Detection for Google Cloud Run

Wiz Runtime Sensor support for Google Cloud Run Containers is now generally available, giving teams real-time threat detection and response for their serverless container workloads...

Malicious code in cloud-run-microservice-template (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector e4c636a68869426b4befc9af7d044d9643686691165d52263cee9b1075b437f4 The package cloud-run-microservice-template was found to contain malicious code...

MAL-2026-2747 Malicious code in cloud-run-microservice-template (npm)

--- -= Per source details. Do not edit below this line.=- Source: amazon-inspector e4c636a68869426b4befc9af7d044d9643686691165d52263cee9b1075b437f4 The package cloud-run-microservice-template was found to contain malicious code...

EUVD-2026-21900

A Code Injection and Missing Authentication vulnerability in Google Agent Development Kit ADK versions 1.7.0 and 2.0.0a1 through 1.28.1 and 2.0.0a2 on Python OSS, Cloud Run, and GKE allows an unauthenticated remote attacker to execute arbitrary code on the server hosting the ADK instance. This...

CVE-2026-4810 Remote Code Execution in Google Agent Development Kit (ADK)

A Code Injection and Missing Authentication vulnerability in Google Agent Development Kit ADK versions 1.7.0 and 2.0.0a1 through 1.28.1 and 2.0.0a2 on Python OSS, Cloud Run, and GKE allows an unauthenticated remote attacker to execute arbitrary code on the server hosting the ADK instance. This...

EUVD-2026-21156

PraisonAI Vulnerable to Argument Injection into Cloud Run Environment Variables via Unsanitized Comma in gcloud --set-env-vars...

GHSA-FVXX-GGMX-3CJG PraisonAI Vulnerable to Argument Injection into Cloud Run Environment Variables via Unsanitized Comma in gcloud --set-env-vars

Summary deploy.py constructs a single comma-delimited string for the gcloud run deploy --set-env-vars argument by directly interpolating openaimodel, openaikey, and openaibase without validating that these values do not contain commas. gcloud uses a comma as the key-value pair separator for...

PraisonAI Vulnerable to Argument Injection into Cloud Run Environment Variables via Unsanitized Comma in gcloud --set-env-vars

Summary deploy.py constructs a single comma-delimited string for the gcloud run deploy --set-env-vars argument by directly interpolating openaimodel, openaikey, and openaibase without validating that these values do not contain commas. gcloud uses a comma as the key-value pair separator for...

CVE-2026-40113

PraisonAI is a multi-agent teams system. Prior to 4.5.128, deploy.py constructs a single comma-delimited string for the gcloud run deploy --set-env-vars argument by directly interpolating openaimodel, openaikey, and openaibase without validating that these values do not contain commas. gcloud use...

CVE-2026-40113

PraisonAI is a multi-agent teams system. Prior to 4.5.128, deploy.py constructs a single comma-delimited string for the gcloud run deploy --set-env-vars argument by directly interpolating openaimodel, openaikey, and openaibase without validating that these values do not contain commas. gcloud use...

CVE-2026-40113 PraisonAI has an Argument Injection into Cloud Run Environment Variables via Unsanitized Comma in gcloud --set-env-vars

PraisonAI is a multi-agent teams system. Prior to 4.5.128, deploy.py constructs a single comma-delimited string for the gcloud run deploy --set-env-vars argument by directly interpolating openaimodel, openaikey, and openaibase without validating that these values do not contain commas. gcloud use...

CVE-2026-40113 PraisonAI has an Argument Injection into Cloud Run Environment Variables via Unsanitized Comma in gcloud --set-env-vars

PraisonAI is a multi-agent teams system. Prior to 4.5.128, deploy.py constructs a single comma-delimited string for the gcloud run deploy --set-env-vars argument by directly interpolating openaimodel, openaikey, and openaibase without validating that these values do not contain commas. gcloud use...

CVE-2026-40113

PraxionAI’s CVE-2026-40113 affects PraisonAI before version 4.5.128. The flaw arises in deploy.py, which builds a single comma-delimited string for gcloud run deploy --set-env-vars by directly interpolating openai_model, openai_key, and openai_base without validating for commas. Since gcloud uses...

PraisonAI 参数注入漏洞

PraisonAI is a low-code multi-agent collaboration framework developed by Mervin Praison. Versions of PraisonAI prior to 4.5.128 contained a parameter injection vulnerability. This vulnerability stemmed from the deploy.py script, which did not validate the values containing commas when constructin...

PT-2026-31782

PraisonAI is a multi-agent teams system. Prior to 4.5.128, deploy.py constructs a single comma-delimited string for the gcloud run deploy --set-env-vars argument by directly interpolating openai model, openai key, and openai base without validating that these values do not contain commas. gcloud...

Google Fixed Cloud Run Vulnerability Allowing Unauthorized Image Access via IAM Misuse

Cybersecurity researchers have disclosed details of a now-patched privilege escalation vulnerability in Google Cloud Platform GCP Cloud Run that could have allowed a malicious actor to access container images and even inject malicious code. "The vulnerability could have allowed such an identity t...

Banking Trojans Target Latin America and Europe Through Google Cloud Run

Cybersecurity researchers are warning about a spike in email phishing campaigns that are weaponizing the Google Cloud Run service to deliver various banking trojans such as Astaroth aka Guildma, Mekotio, and Ousaban aka Javali to targets across Latin America LATAM and Europe. "The infection chain...

TikTok’s latest actions to combat misinformation shows it’s not just a U.S. problem

When we talk about the term "fake news," most people likely picture a certain person who made the term infamous. And when we talk about misinformation and disinformation, many will remember the "Russian troll farms" that popped up during the 2016 U.S. presidential election and were unmasked and...