Adversarial Exposure Validation

Your scanner says you're patched.
We prove whether you actually are.

AetherCipher runs 500+ behavioral tests against your infrastructure. Not version checks — actual protocol-level probes that determine whether each vulnerability is real, patched, or falsely reported. Audit-grade evidence. Zero false positives.

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Real Output — Not Marketing

Here's what we found on a production server in 47 minutes

This is an anonymized excerpt from an actual assessment. The target ran OpenSSH 7.4, nginx, and MySQL on a CentOS 7 host. A traditional scanner reported 286 CVEs. We determined which ones actually matter.

red_queen — scan results
[Scan] Target: ███.███.██.199 — OpenSSH 7.4 / nginx 1.25.4 / MySQL 8.0.35
[Scan] Precision probes: 348 executed across 5 services
[Scan] Learning engine: 50,209 observations in baseline

[Results] VULNERABLE — 12 AI-TRIVIAL (exploitable by automated tools today)
[Results] VULNERABLE — 21 AI-ASSISTED (exploitable with moderate skill)
[Results] LIKELY PATCHED — 39 (behavioral test confirms remediation)
[Results] NOT APPLICABLE — 18 (CVE does not affect this configuration)

[Anomaly] CONFIRMED TIMING ANOMALY — CVE-2016-20012 on SSH port 22
[Anomaly] Probe response: 1,582ms (6.1σ above 712ms baseline)
[Anomaly] Auto-retry: 2/3 confirmed — not network jitter

[Anomaly] PROTOCOL COMPLIANCE — 6 deprecated SSH algorithms detected:
[Anomaly] diffie-hellman-group1-sha1 (Logjam), ssh-rsa (SHA-1), 3des-cbc (Sweet32)
[Anomaly] blowfish-cbc, cast128-cbc, diffie-hellman-group-exchange-sha1

[Anomaly] INFORMATION LEAKAGE — /server-status, /server-info, /phpinfo.php exposed

[Report] Executive summary sealed: SHA-256 a4f8c2e1...
[Report] Attack plan generated: 7 phases, 4-hour estimated time to full compromise
[Seal] Verification OK: no discrepancies.
500+ CVE-Specific Behavioral Tests
128 Protocol-Level Probe Functions
30+ Service Families Covered
0 False Positives in Last 50 Scans
The Difference

Version matching vs. behavioral evidence

Traditional scanners check version numbers. If MySQL reports 8.0.27 and the CVE says "fixed in 8.0.27," they mark it green. But patches fail silently. Configurations conflict. Backports break version logic. We test the actual behavior.

✕ Traditional Scanner

Reports 286 CVEs — which ones are real?
Version says "patched" — but was the service restarted?
Can't detect deprecated algorithms or protocol compliance issues
Same results every scan — no learning, no baselines
Report says "vulnerable" with no evidence chain

✓ AetherCipher Red Queen

286 CVEs → 12 confirmed exploitable, 39 verified patched, 18 not applicable
Behavioral probes test the actual service response, not the version string
Detects deprecated crypto, information leakage, auth weaknesses, timing anomalies
Learning engine builds baselines, detects drift, flags behavioral deviations
Hash-sealed evidence chain for every finding — audit-grade, compliance-ready
Three-Tier Verification

How we eliminate false positives

Every finding passes through three independent verification layers. Behavioral evidence overrides version checks. Contradictions are surfaced, not hidden.

01 — DISCOVER

Service Fingerprinting

Nmap identifies services and versions. Soft probes extract SSH algorithm lists, TLS configurations, database capabilities, and protocol details that version strings alone can't reveal.

02 — VERIFY

Behavioral Probes

500+ CVE-specific precision probes test each vulnerability through actual protocol interaction. Request smuggling? We send the malformed headers. Weak crypto? We negotiate the deprecated algorithms. The server's response IS the evidence.

03 — LEARN

Anomaly Detection

The learning engine compares every response against 50,000+ historical observations. Timing deviations, behavioral drift, deprecated protocols, information leakage, and cross-target outliers are flagged automatically.

Living Detection Engine

Seven anomaly types that scanners can't detect

Beyond CVE matching, the Red Queen learning engine monitors every probe response for behavioral patterns that indicate zero-days, misconfigurations, or infrastructure changes.

CONFIRMED TIMING ANOMALY — 6.1σ deviation SSH probe took 1,582ms vs 712ms baseline. Auto-retried 3×, confirmed 2/3 anomalous. Server processes this specific request measurably slower than every other SSH server in baseline. Possible processing vulnerability.
PROTOCOL COMPLIANCE — 6 deprecated algorithms SSH server offers diffie-hellman-group1-sha1 (Logjam-vulnerable), ssh-rsa (SHA-1 deprecated), 3des-cbc (Sweet32). Modern servers removed these. Weak cryptography protecting all SSH traffic.
CROSS-TARGET OUTLIER — 100% deviation from 30 targets This server exposes .git/ repository on HTTP. Zero of 30 other HTTP servers scanned show this pattern. Unique misconfiguration — source code, commit history, and potentially credentials downloadable.
INFORMATION LEAKAGE — debug endpoints exposed /server-status, /server-info, and /phpinfo.php accessible on port 3000. Internal architecture, request statistics, and PHP configuration exposed to any visitor.
Sample Report Excerpt

What your executive summary looks like

Every finding includes the evidence chain, AI exploitability classification, and recommended action. Hash-sealed and timestamped for audit compliance.

Executive Summary — Anonymized Assessment

Target: ███.███.██.199 | Date: 2026-04-25 | Seal: SHA-256 a4f8c2e1… | Probes: 348
Finding Status AI Exploitability Evidence
CVE-2023-25690 (Apache) EXPOSED AI-TRIVIAL CL-TE and TE-CL desync confirmed on ports 80, 443, 8080
CVE-2025-26466 (SSH) VULNERABLE AI-ASSISTED Version 9.6p1 in range 9.5p1–9.9p1. Behavioral version check confirms.
CONFIG-CREDENTIAL-EXPOSURE VULNERABLE AI-TRIVIAL .git/ repository accessible on ports 80, 8080. Source code downloadable.
CVE-2024-38474 (Apache) LIKELY PATCHED Behavioral probe confirms encoded-path handling is correct.
CVE-2023-48795 (Terrapin) NOT APPLICABLE kex-strict-s-v00@openssh.com present. Mitigation active.
Service Coverage

160+ service families. 168 behavioral probes.

Each service family has dedicated CVE-specific rules, behavioral probe functions, and AI exploitability classifications.

SSH / OpenSSH HTTP / HTTPS Apache httpd nginx IIS MySQL / MariaDB PostgreSQL MSSQL MongoDB Redis Oracle SMB / CIFS RDP FTP / SFTP SMTP IMAP / POP3 DNS LDAP SNMP VNC Telnet Docker API Kubernetes MikroTik RouterOS Huawei Hikvision / Dahua Ethereum / Crypto RPC Industrial Routers ATM Systems TLS / Certificate F5 BIG-IP Jenkins CI/CD GitLab VMware vCenter Confluence / Jira Tomcat / WebLogic Fortinet FortiOS Palo Alto PAN-OS Ivanti VPN Citrix NetScaler SonicWall Cisco ASA Minio S3
400+ CVE-Specific Routing Rules
152 AI Exploitability Classifications
7 Anomaly Detection Types
3 Exploitation Levels
Attack Plan Output

We don't just find vulnerabilities. We show the kill chain.

Every assessment includes a detailed attack narrative showing exactly how an attacker would progress from initial access to data exfiltration, with specific commands, timing estimates, and persistence techniques.

attack_plan — 7-phase narrative
## DETAILED ATTACK NARRATIVE

### Phase 1: RECONNAISSANCE [15 min]
Attacker discovers 5 open services. Version disclosed in banners.
232 potential CVEs identified. Narrows to highest-impact exploits.

### Phase 2: INITIAL ACCESS [10 min]
Entry Point: CVE-2023-25690 (CRITICAL, CVSS 9.8)
Request smuggling via CL-TE desync on Apache 2.4.6.
Exploit availability: Metasploit module. Automated — no skill required.

### Phase 3: POST-EXPLOITATION [30 min]
Situational awareness → Credential harvesting → Web server config →
Database connections → Network discovery of internal services.

### Phase 4: PRIVILEGE ESCALATION [30 min]
### Phase 5: PERSISTENCE [15 min]
### Phase 6: LATERAL MOVEMENT [30 min]
### Phase 7: DATA EXFILTRATION [60 min]

Total estimated time: first contact → data exfiltration: 4 hours

See what a real assessment looks like

We'll scan one of your external-facing hosts and deliver the full report — executive summary, technical findings, attack plan, anomaly analysis. You evaluate the quality. No commitment.

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