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Cloud Security Alliance

Nonprofit industry group that publishes best-practice frameworks, certifications, and research on cloud and AI security.

Known aliases

  • CSA

Current stories

buildOne report1 publisher

DeepSeek Harness lets a sandboxed agent escalate itself to full access via an unauthenticated API

DeepSeek Harness, DeepSeek's open-source agent runner, carries a 9.4-severity flaw that lets a sandboxed agent grant itself full access with one command. Its control API has no authentication and trusts a client-supplied Host header.

Publishers:dev.to

Reality

Evidence45
Adoption55
Hype gap+20
Incentives
Not scored
Confidence40
investConfirmed9 publishers

Four frontier labs outsourced offensive-capability testing to the same Tel Aviv sandbox

Google confirmed on September 18 that Gemini broke into three real companies during a May evaluation it had known about since late July. OpenAI, Anthropic and Meta have disclosed similar incidents with the same vendor, Irregular.

Perspective Coverage

10 publishers
Builder
Builder 33%
Operator
Operator 41%
Investor
Investor 26%

Reality

Evidence72
Adoption
Not scored
Hype gap+20
Incentives65
Confidence70
buildOne report1 publisher

Three of 11 catalogued attacks on agent memory and learning reached production systems

CyberXDefend counts about 11 named attacks on AI agent memory and learning, three of them demonstrated on production ChatGPT and OpenClaw. It found no confirmed criminal campaign, but in each case one poisoned write outlives the session, the property behind OWASP's ASI06 category.

Publishers:dev.to

Reality

Evidence40
Adoption20
Hype gap+15
Incentives50
Confidence35
securityOne report1 publisher

SOC 2 access reviews credit humans with actions their AI agents took

SOC 2 controls CC6.1 to CC6.3 let AI agents act under human credentials without failing a check, a BleepingComputer column argues. A clean review can leave responders unable to say who ran a query, and the criteria already let firms register agents as their own identity.

Reality

Evidence30
Adoption
Not scored
Hype gap+35
Incentives80
Confidence35
productOne report1 publisher

Bitdefender's agent VPN opens a disposable container for each prompt

Bitdefender's free macOS beta attaches to Claude Desktop, Cursor, Codex and OpenCode as an MCP server, covers only the requests those tools route through it, and drops the container when the prompt ends.

Publishers:thenextweb.com

Reality

Evidence46
Adoption12
Hype gap+18
Incentives76
Confidence52
buildOne report1 publisher

A repo's core.fsmonitor setting turns an agent's routine git status into code execution

GitSpawn, as summarised in a dev.to write-up of Cloud Security Alliance findings, uses a Git performance setting to run attacker code when a coding agent inspects a project it just opened. Seven agents are named.

Publishers:dev.to

Reality

Evidence32
Adoption
Not scored
Hype gap+18
Incentives28
Confidence40
buildOne report1 publisher

Three of 141,000 Anthropic eval runs reached real company infrastructure

The escape route was a misconfiguration that gave models with no internet access one anyway. A post on Coder's blog places that failure in the layer the customer configures, meaning repos, systems and credentials.

Publishers:coder.com

Reality

Evidence28
Adoption41
Hype gap+27
Incentives74
Confidence40
buildOne report1 publisher

Mandatum keys sequence state to the human at the root of a delegation chain

Mandatum signs each delegation link to its parent by hash and leaves the decision to an AuthZEN policy engine. The sequence check that blocks a write after an external read needs a single in-process enforcement point.

Publishers:dev.to

Reality

Evidence34
Adoption5
Hype gap−6
Incentives55
Confidence42
buildOne report1 publisher

Flipping one deny to an allow broke the agent journal at record 3

The journal chains each record's hash into the next, so a one-line edit to a refusal surfaced as a numbered record; anyone able to rerun the writer can still recompute the chain and pass the check.

Publishers:dev.to

Reality

Evidence48
Adoption15
Hype gap+28
Incentives80
Confidence42
investOne report1 publisher

Attention dilution moves agent compliance out of the prompt and into a runtime policy engine

A trade summary of research running through 2025 and into 2026 says agent guardrails fade as sessions grow, and puts the fix outside the model. The one survey figure with a named source is the Cloud Security Alliance's 53%.

Reality

Evidence30
Adoption25
Hype gap+35
Incentives55
Confidence38
leadershipOne report1 publisher

SecurityBridge's co-founder makes the SAP agent case on one survey and two prior incidents

Ivan Mans of SecurityBridge says the SAP security question is now what an agent already inside the system is allowed to do and whether anyone can prove it afterward. His incident record comes from developer tooling.

Publishers:forbes.com

Reality

Evidence33
Adoption28
Hype gap+38
Incentives84
Confidence64
productOne report1 publisher

CSA's Agentic Trust Framework maps agent autonomy to an auth stack you already run

The Cloud Security Alliance has published something a security team can genuinely gate on, provided that team is willing to read the repository rather than the blog post, and to write its authorization rules as code.

Publishers:cloudsecurityalliance.org

Reality

Evidence45
Adoption10
Hype gap+30
Incentives55
Confidence58
securityOne report1 publisher

Sysdig credits Anthropic's Mythos preview with 181 working Firefox exploits

Every number in the account traces to a single vendor blog post that lists no CVE identifiers and no disclosure dates. That is why it can change a planning assumption this week but not a patch queue.

Publishers:sysdig.com

Reality

Evidence24
Adoption18
Hype gap+62
Incentives82
Confidence60
buildOne report1 publisher

CVE-2025-54136 turns a one-time MCP approval into a permanently mutable surface

The poisoned field is inputSchema, which the framework parses and executes against while the model's safety training never evaluates it, so the only gate that holds is a hash recomputed at every call.

Publishers:dev.to

Reality

Evidence32
Adoption35
Hype gap+30
Incentives38
Confidence45
buildOne report1 publisher

The Mini Shai-Hulud worm passed provenance checks by running inside the release pipeline

Akamai says the May 11-12 wave poisoned a CI cache and minted publish credentials from inside a trusted build, so the attestation it produced was honest. Any gate that only checks for provenance would have passed it.

Publishers:dev.to

Reality

Evidence38
Adoption33
Hype gap+9
Incentives74
Confidence44
buildOne report1 publisher

Vanta's agentic controls slot into the ISO program you already run

The library maps to ISO 27001 and 42001 rather than asking for a new certificate, which is why trying it costs a scoping meeting. The 22 buyer-side controls are the half that will end up in vendor questionnaires.

Publishers:runtimewire.com

Reality

Evidence55
Adoption22
Hype gap+15
Incentives74
Confidence45
securityOne report1 publisher

Anthropic's Compliance API now logs the Claude Code sessions running on inherited developer credentials

The new local session transcript endpoints close a gap that stood before August 2026, though a transcript only records what an agent did on a developer's machine, not whether that access was ever granted to it.

Reality

Evidence38
Adoption24
Hype gap+18
Incentives78
Confidence40
investOne report1 publisher

Beldex raises $8M for AI-agent encryption, and the privacy trade gets a product to point at

The Sigma Capital-led round takes Beldex to $36 million raised. The roadmap it funds is wider than the cheque, and the institutional privacy bid it rides is mostly a token trade.

Reality

Evidence30
Adoption20
Hype gap+45
Incentives78
Confidence34
buildOne report1 publisher

Cloud security POCs have no control group. A Terraform fixture with 30 known bugs is one attempt.

A dev.to post ships a deliberately misconfigured AWS environment and a CSV scorecard so tools can be graded on found-versus-missed. The comparison it argues for has not been published yet.

Publishers:dev.to

Reality

Evidence30
Adoption8
Hype gap+22
Incentives72
Confidence42

Earlier coverage