proof blockPage 668%
This equation captures one of the core mathematical components of the system. "name": "freeform_regex", "params": { "pattern": "pass=|password|upload|shell|cmd ⌋ =|/admin|/cfide|/servlet|php" "free_
Towards Agentic Investigation of Security Alerts explores An agentic workflow using LLMs and structured queries to automate the initial stages of security alert investigation, improving accuracy and reducing manual workload.. Commercial viability score: 7/10 in Security AI.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/towards-agentic-investigation-of-security-alerts
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID towards-agentic-investigation-of-security-alerts | Route /paper/towards-agentic-investigation-of-security-alerts
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/towards-agentic-investigation-of-security-alertsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.25846"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Towards Agentic Investigation of Security Alerts",
"normalized_query": "2604.25846",
"route": "/paper/towards-agentic-investigation-of-security-alerts",
"paper_ref": "towards-agentic-investigation-of-security-alerts",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/towards-agentic-investigation-of-security-alerts
Subject: Towards Agentic Investigation of Security Alerts
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 7.0
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. "name": "freeform_regex", "params": { "pattern": "pass=|password|upload|shell|cmd ⌋ =|/admin|/cfide|/servlet|php" "free_
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/towards-agentic-investigation-of-security-alerts
Paper ref
towards-agentic-investigation-of-security-alerts
arXiv id
2604.25846
Generated at
2026-04-29T03:16:35.648Z
Evidence freshness
fresh
Last verification
2026-04-29T03:16:35.648Z
Sources
3
References
0
Coverage
50%
Lineage hash
0619a074a184869aeead3f3b64f572ae673d058ea334f05732b2f05b694d3df8
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 3 sources / Verification pending
repo_url
references
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. VERDICT DISTRIBUTION BY MODEL. MAL = MALICIOUS, BEN = BENIGN
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. MALICIOUS, BEN = BENIGN, UNC = UNCERTAIN
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.