FluxCybers / ViperX
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🐍 LIVE — Autonomous Strike-Back Engine · Detect · Swarm · Strike · Prove

Detect the attacker. Track them down. Strike back.

ViperX doesn't just detect threats — it hunts down attackers, maps their infrastructure, deploys AI countermeasures, and strikes back autonomously. Every incident is sealed with cryptographic blockchain evidence — legally admissible proof for auditors, regulators, and law enforcement. Swarm Protocol, Deception Grid, C2 mapping, and counter-intelligence poisoning are live now.

Live
Threat Detection & Tracing
Live
Cryptographic Evidence
Live
Full Incident Logging
Live
Blockchain Proof Chain
Live
Kill Chain Reversal
🔐
Credential Vault Enabled
Securely store access credentials and 2FA secrets. FluxCybers handles autonomous authentication — zero-friction, zero-exposure credential management.
Learn more →

Product Explainer

See How ViperX Works

~90-second animated walkthrough with AI narration — press ▶ Play to start.

Kill Chain Reversal — ViperX Strike-Back Engine
How ViperX responds when a threat is detected — all five stages are live, from detection to blockchain-sealed proof.
🎯
1. Detect
Intrusion detected via Deception Grid tripwires, threat intel feeds, or active attack simulation
Deception Grid
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2. Track
Threat Actor Profiling identifies behavioral fingerprint. Cross-match against known APT groups with confidence scoring
Actor Profiling
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3. Swarm
4 AI agents deploy simultaneously: Tracer, Quarantine, Poison, Documenter — coordinated multi-vector response
Live
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4. Strike
C2 infrastructure mapped and disrupted. Counter-intelligence poison deployed. Attacker receives garbage data with phone-home payloads
Live
5. Prove
Every strike, trace, and neutralization cryptographically sealed. SHA-256 blockchain chain. Legally admissible in court. Auto-generate ISP/CERT takedown reports
Live
ViperX detects threats, deploys autonomous countermeasures, and seals every incident on a blockchain proof chain.
Full kill chain reversal is live: Detect → Track → Swarm → Strike → Prove. All five stages operational.
🐍 ViperX Capabilities — Full Strike-Back Platform

Detect. Track. Swarm. Strike. Prove.

ViperX runs the complete active defense lifecycle — threat detection, Swarm Protocol autonomous response, Deception Grid honeypots, C2 infrastructure mapping, and blockchain-sealed forensic evidence. All live.

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Live
Swarm Protocol™
When a threat is detected, ViperX drops a coordinated horde of AI agents on the attacker — simultaneously.

Agent 1 — Tracer: Origin IP, ASN, geolocation, TOR/VPN detection, upstream C2 mapping.
Agent 2 — Quarantine: Network segment isolation, session termination, perimeter firewall lockout.
Agent 3 — Poison: Deploys decoys and tainted counter-intelligence payloads into the attacker's session.
Agent 4 — Documenter: Captures all evidence, maintains blockchain chain-of-custody, prepares court package.

Four agents. One target. Mean time to contain: <60 seconds.
4-Agent Coordinated Response Multi-Vector Simultaneous <60s Mean Time to Contain Live Swarm Visualization
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Live
Deception Grid
Deploy a field of traps across your network. Attackers touch a tripwire — ViperX activates and starts tracking them while they think they're winning.

Honeypots: SSH, web app, database, file share — configurable trap types that mirror production.
Canary Tokens: Embed trackers in documents, URLs, DNS queries, AWS keys, email addresses.
Tripwire Grid: Real-time dashboard showing triggered/untriggered status across your network.
Real-Time Alerts: Attacker IP, timestamp, behavioral profile — the moment they touch anything.

Why it's powerful: Attackers waste time in your decoy environment. You collect intelligence while they think they're winning.
SSH / Web / DB / File Honeypots Canary Tokens (6 types) Coverage Score Attacker Intel Collection
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Live
Threat Actor Profiling
Every attacker returns. ViperX builds persistent behavioral fingerprints so you recognize them the next time — even under a different IP.

Behavioral Fingerprints: TTPs, timing patterns, tool signatures, infrastructure preferences.
Cross-Incident Attribution: Link attack patterns, timing, tools across multiple incidents. Same actor, different IP — still caught.
MITRE ATT&CK Mapping: Full technique-level mapping for each profiled actor.
Return Visitor Detection: Immediate flag when a previously profiled actor comes back.

Attribution changes everything about your response — nation-state APT vs commodity ransomware require completely different protocols.
Behavioral TTP Fingerprinting Cross-Incident Attribution Return Visitor Detection Confidence Scoring
🕸️
Live
C2 Infrastructure Mapping
Don't just block the IP you can see. Map the attacker's entire command & control network — and take it down.

Upstream Trace: Trace from the attack IP to the C2 servers behind it — 2-5 hops deep.
Infrastructure Graph: Visual map of all C2 nodes, relay servers, bullet-proof hosting.
Auto Takedown Reports: Generate ISP/CERT takedown requests with full evidence package — ready to submit.
Passive Monitoring: Track C2 infrastructure over time to catch reuse across campaigns.

Result: The attacker's infrastructure goes dark — not just for you, but for everyone they're targeting.
Multi-Hop C2 Trace ISP/CERT Takedown Reports Infrastructure Graph BPH Detection
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Live
Counter-Intelligence Poisoning
If they steal your data, give them data that fights back.

Tainted Data: Feed attackers fake credentials, decoy configuration files, and poisoned datasets — indistinguishable from real data.
Phone-Home Payloads: Embedded callbacks in fake exfiltration data. When they use it, you know exactly where they are.
Fake Credentials: Deploy decoy usernames/passwords that trigger alerts when attempted anywhere.
Decoy Infrastructure: Spin up fake internal systems to waste attacker reconnaissance time.

The result: Attackers spend hours — or days — working with poisoned data while ViperX tracks their every move.
Tainted Exfil Payloads Phone-Home Callbacks Fake Credentials Active Deception
Complete Active Cyber Defense

Plus: Eight Classic Defense Engines.

The original 8 ViperX engines still run full lifecycle defense — from predicting attacks before they happen, to quantum-ready encryption, to forensic evidence. Now powered by the Strike-Back Engine on top.

⚔️
Engine 1 — Attack Prevention
Your perimeter is being probed right now. ViperX maps every viable attack path across your environment using the full MITRE ATT&CK framework — all 7 tactics, 50+ techniques — and shows you exactly how an attacker would chain exploits to reach your most critical assets. CVSS-scored, prioritized by exploitability, blockchain-sealed for audit.

Why it matters: Penetration testers charge $30K+ to tell you what ViperX tells you in 2 seconds. Run it daily.
MITRE ATT&CK Full Coverage Kill Chain Visualization CVSS Risk Scoring Pre-Breach Hardening
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Engine 2 — Anticipatory Defense
The breach that costs you $4.8M starts with a vulnerability you already had. ViperX cross-references your service fingerprint against 50+ real CVE patterns, calculates per-CVE exploitation probability (0–100), models which vulnerabilities will be chained first, and gives you a time-to-breach estimate with remediation steps.

Why it matters: Know your actual risk posture before your next board meeting — not the day after a breach.
CVE Exploitation Probability Attack Path Modeling Time-to-Breach Estimate Proactive Patch Prioritization
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LIVE
Engine 3 — Attacker Tracing & Tracking
Submit any suspicious IP or attack indicator. ViperX traces it to its origin — geolocation, ASN, hosting provider, TOR exit node status, VPN fingerprint — and cross-references against 6 tracked APT groups (APT28, APT41, Lazarus, FIN7, LockBit, Scattered Spider). The full 3–8 step attack timeline is reconstructed and blockchain-sealed.

Why it matters: Hand your legal team court-admissible evidence — not a screenshot. Every trace is SHA-256 sealed and tamper-proof.
IP + ASN + Geo Tracing TOR / VPN Detection 6 APT Group Attribution Blockchain-Sealed Timeline
LIVE
Engine 4 — Neutralization + Retaliatory Strike
When a threat is confirmed, waiting for a human to respond costs you. ViperX executes automated containment in under 2 seconds — network isolation, IP blocking, process kill, DNS sinkholing, credential revocation — across 5 pre-built response playbooks (Ransomware, C2 Beacon, Lateral Movement, Data Exfil, Vulnerability Exploit).

Retaliatory Strike Mode: Don't just defend. ViperX disrupts C2 infrastructure and makes your environment actively hostile to adversaries. Counter-intelligence poisoning and Swarm Protocol deploy simultaneously — attacker containment in under 60 seconds.
5 Response Playbooks Auto Containment <2s C2 Infrastructure Disruption Offensive Countermeasures
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NIST FIPS 203/204/205
Engine 5 — Quantum-Ready Encryption
Nation-state adversaries are harvesting encrypted traffic today to decrypt with quantum computers in 3–8 years — the "harvest now, decrypt later" threat. ViperX implements 6 NIST-standardized post-quantum algorithms: CRYSTALS-Kyber-512/768/1024 (key exchange), CRYSTALS-Dilithium-2/3 (digital signatures), SPHINCS+ (hash-based signatures).

Why it matters: Every organization handling sensitive data for 5+ years has already been targeted. Migrate before quantum computers make your encryption worthless.
CRYSTALS-Kyber KEM CRYSTALS-Dilithium Sig RSA / ECDSA Migration Map Harvest-Now-Decrypt-Later Defense Coming Soon
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8 LIVE FEEDS
Engine 6 — Real-Time Threat Intelligence
One intelligence platform correlating CISA KEV, GreyNoise, Shodan, Recorded Future, AlienVault OTX, abuse.ch, MITRE ATT&CK, and ViperX's own global honeypot network. Zero-day alerts with live exploitation counts, APT group activity tracking, active malware campaigns (Emotet, QakBot, AsyncRAT, DarkGate), and geographic attack heatmaps.

Why it matters: Your SIEM shows you what happened in your network. ViperX shows you what's being weaponized against networks like yours — right now.
8 Correlated Intel Feeds Zero-Day CVSS 10.0 Alerts 5+ APT Group Tracking Firewall-Ready IOC Lists Coming Soon
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NEW — ENGINE 7
Engine 7 — Attack DNA Profiling
Every attacker has a fingerprint. Attack DNA Profiling analyzes observed TTPs, log fragments, and behavioral indicators to generate a cryptographic "attack DNA signature" — then clusters it against 6 known threat actor profiles (APT28, APT41, Lazarus, FIN7, LockBit, Scattered Spider) with per-actor confidence scoring, tool fingerprinting (Mimikatz, Cobalt Strike, Impacket, BloodHound), infrastructure markers, and a 0–10 mutation index measuring deviation from known attack variants.

Why it matters: Know if you're being targeted by a nation-state APT or a commodity ransomware affiliate — before you make a single containment decision. Attribution changes everything about your response.
Behavioral TTP Clustering 6 APT Actor Profiles Tool Fingerprinting Mutation Index Scoring
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NEW — ENGINE 8
Engine 8 — Incident Forensics & Reporting
Full forensic investigation workflow — from first indicator to board-ready report — in minutes. ViperX reconstructs the complete attack timeline, builds a blockchain-sealed evidence chain with chain-of-custody tracking, extracts all IoCs, maps lateral movement across affected systems, performs root cause analysis, and generates an exportable Markdown forensic report with remediation plan and lessons learned.

Why it matters: Incident response retainers cost $300–$500/hour. ViperX does in 90 seconds what an IR team does in 3 days — and the evidence holds up in court.
Evidence Chain of Custody IoC Extraction Exportable Forensic Report Root Cause Analysis
How ViperX Works

Core Capabilities — Full Kill Chain Reversal, Live.

ViperX runs at machine speed across the full attack lifecycle. Detect → Track → Swarm → Strike → Prove. Autonomous countermeasures deploy in under 60 seconds. Every incident sealed on a blockchain proof chain.

1
Configure Target
Specify IP range, running services, open ports, OS fingerprint. Takes 30 seconds. No agents required.
2
Predict & Prevent
Engines 1 & 2 map full MITRE ATT&CK kill chains and calculate per-CVE exploitation probability across 50+ patterns.
3
Feed Threat Intel
Engine 6 pulls from 8 live intelligence sources and correlates zero-day alerts, APT activity, and active malware campaigns in real time.
4
Neutralize & Strike
Engine 4 executes automated containment in under 2 seconds and activates retaliatory countermeasures against C2 infrastructure.
5
Profile the Attacker
Engine 7 fingerprints behavioral DNA, attributes to known APT groups with confidence scoring, and adds the signature to your private database.
6
Forensic Investigation
Engine 8 reconstructs the full attack timeline, builds an evidence chain, extracts IoCs, and generates an exportable court-admissible forensic report.
7
Quantum-Harden
Engine 5 encrypts long-term assets with NIST PQC algorithms and maps your RSA/ECDSA migration roadmap before quantum computers break your encryption.
8
Blockchain Seal Everything
Every finding, response, trace, and report is SHA-256 hashed into an immutable blockchain chain. Audit-ready. Legal-grade. Tamper-proof forever.
Trusted by Security Teams

What Security Pros Say About ViperX

★★★★★

"ViperX found a chained RCE path our traditional scanner missed for 8 months. The MITRE ATT&CK mapping made it immediately actionable — we patched in 48 hours and the blockchain hash gave us proof for our SOC 2 audit."

M
Marcus Chen
CISO, FinTech Scale-up
★★★★★

It flagged our Redis instance as high-risk. We patched it. ViperX helped us prioritize the right things.

S
Sarah Okonkwo
Lead Security Engineer, SaaS Platform
★★★★★

"Running ViperX + Neutralizer together is like having a full red/blue team that never sleeps. ViperX identifies the attack paths, Neutralizer auto-kills anything that trips them. Our incident response time went from days to seconds."

R
Raj Patel
VP Engineering, Enterprise SaaS
★★★★★

"Finally a scanner that speaks the attacker's language. The kill chain visualizer made it dead simple to explain to the board why we needed an emergency patching sprint. Got budget approved same day."

K
Kirsten Baumann
Security Architect, Healthcare Tech
★★★★★

"The blockchain audit trail alone is worth the price. Our cyber insurer now accepts ViperX reports as evidence of due diligence. Our insurer now accepts ViperX reports as evidence of due diligence."

D
David Nguyen
CTO, Logistics Platform
★★★★★

We got more actionable intelligence from ViperX than from a traditional pentest report. The attack path mapping made it easy to prioritize what to fix first.

A
Aisha Morales
Director of Security, E-Commerce
★★★★★

"The Attack DNA Profiling caught a nation-state fingerprint in an incident we initially dismissed as opportunistic ransomware. The attack pattern analysis changed our response approach entirely."

D
Derek Vasquez
VP Security, Healthcare System
★★★★★

"Incident Forensics saved us weeks. We had a breach on Friday at 11pm. By Saturday morning ViperX had generated a full forensic report — timeline, IoCs, evidence chain, root cause — ready for legal and our cyber insurance claim. One platform. Done."

N
Natasha Brenkov
CTO, Regional MSP
★★★★★

"Swarm Protocol is genuinely terrifying — from the attacker's perspective. We ran an authorized red team exercise and deployed ViperX. We ran an authorized red team exercise with ViperX deployed. The detection and tracing response was faster than anything our team had seen before."

J
James Okafor
Head of Security Operations, Government Contractor
★★★★★

"The Deception Grid alone justified the cost for us. We deployed 12 canary tokens across our file shares and an SSH honeypot in the DMZ. A few weeks later, a canary token was triggered and we detected an insider threat in progress. The tracing gave us enough to act quickly."

L
Lena Yamamoto
VP Information Security, Financial Services
🎯 Threat detection & tracing — live on your servers
Cryptographic evidence — tamper-proof incident records
🔎 Full incident logging — every detail captured
Blockchain proof chain — SHA-256 sealed, live
🧬 Kill chain reversal — all five stages operational
Why ViperX

How ViperX Compares to Other Security Platforms.

ViperX doesn't just detect — it strikes back. Swarm Protocol, Deception Grid, C2 mapping, counter-intelligence poisoning, and blockchain-sealed forensic evidence are all live.

Capability 🐍 ViperX CrowdStrike
Falcon
SentinelOne
Singularity
Palo Alto
Cortex XDR
Darktrace
DETECT/RESPOND
🐝 Swarm Protocol™ — 4 AI Agents on 1 Threat
🪤 Deception Grid — Honeypots + Canary Tokens Partial Partial Partial
🧬 Threat Actor Profiling + Return Visitor Detection Limited Limited Limited Partial
🕸️ C2 Infrastructure Mapping + Auto Takedown Limited Limited
💀 Counter-Intelligence Poisoning
⚡ Automated Threat Response (<2s)
⛓ Blockchain-Sealed Evidence (Legal Grade)
🔐 Post-Quantum Encryption (NIST FIPS 203/204)
💰 Transparent Per-Month Pricing Enterprise Quote Enterprise Quote Enterprise Quote Enterprise Quote

Competitive analysis based on publicly available product documentation as of Q1 2026. Comparison based on publicly available product documentation as of Q1 2026.

Pricing

Built for Teams That Can't Afford to Lose.

From growing security teams to government-grade deployments. Every tier includes the Strike-Back engine. Cancel any time.

🔐
Exclusive Launch Pricing
Available to Our First 100 Founding Clients Only — Rates Lock In Before Price Increase
🔥 Early Access
Starter
$499/month

Core attack lifecycle coverage for growing security teams. 8 engines. Strike-Back basics included.

  • 50 AI Attack Simulations/month
  • 50 Vulnerability Scans/month
  • Full MITRE ATT&CK kill chain mapping
  • Attacker Tracing — IP/ASN/APT attribution
  • 🪤 Deception Grid — up to 10 deployed traps
  • 🧬 Threat Actor Profiling — up to 5 profiles
  • Autonomous Threat Response (5 playbooks)
  • Quantum-Ready Encryption (Kyber-512)
  • Blockchain audit trail on all outputs
  • REST API + email support
  • 🐍 Swarm Protocol™
  • 💀 Counter-Intelligence Poisoning
Get Starter →
Elite
$1,999/month

Multi-team deployment, advanced threat hunting, and MSSP capabilities. For organizations managing critical infrastructure.

  • Everything in Pro
  • Multi-team / sub-tenant management
  • Advanced C2 takedown automation + CERT liaison
  • Private threat actor database (not shared with global pool)
  • Swarm Protocol white-glove tuning
  • Custom Deception Grid templates per asset type
  • MSSP portal — manage multiple client environments
  • 24/7 alert escalation + dedicated security engineer
  • HIPAA / FedRAMP readiness support
  • SLA-backed uptime (99.9%)
  • Quarterly threat briefings
Get Elite →
Government / Enterprise
$3,999+/month

Defense-grade deployment for government agencies, critical infrastructure operators, and multinationals.

  • Everything in Elite
  • Air-gap / on-premise deployment option
  • Classified network support (FOUO, SECRET)
  • Dedicated threat hunting team (3 analysts)
  • Custom Swarm Protocol rules + manual override
  • Legal-grade forensic reports + attorney support
  • Active counter-intelligence operations support
  • Direct CERT/CISA/NCSC coordination
  • 24/7 IR retainer (15-min SLA)
  • Annual red team exercise (1 included)
  • Custom contract + GovCloud invoicing

All plans include the blockchain audit trail. No credit card required to try the dashboard. Try free →

FAQ

Everything You Need to Know

What makes ViperX different from traditional vulnerability scanners?
Traditional scanners find CVEs. ViperX is an active defense platform — it simulates attacks, prevents exploitation, neutralizes active threats, traces attackers to their origin, launches countermeasures against attack infrastructure, and protects data with quantum-resistant encryption. Six capabilities that work together as a unified engine. Every finding is blockchain-sealed for compliance. It's not a scanner — it's an autonomous security system.
What does "Retaliatory Strike Mode" actually do?
Retaliatory Strike Mode activates offensive countermeasures when a confirmed attack is detected. ViperX doesn't just block — it disrupts the attacker's infrastructure. This includes: incapacitating Command & Control (C2) channels via DNS sinkholing and traffic redirection, flooding exfiltration endpoints to prevent data extraction, and disrupting attacker-controlled botnet nodes that are being used against your systems. All retaliatory actions are logged, blockchain-sealed, and configurable per policy — with manual approval modes for regulated industries.
What is the blockchain traceback feature?
Every simulation and scan result is hashed using SHA-256 and chained to previous results, creating an immutable audit trail. This gives you cryptographic proof of findings for compliance audits, legal proceedings, and insurance claims. You can verify the integrity of any finding at any time.
How does ViperX calculate risk scores?
Attack simulations use a weighted severity model (0-100) based on MITRE ATT&CK tactic coverage, CVSS scores per technique, and exploitation confidence ratings. Vulnerability scans use CVSS v3.1 aggregate scoring (0-10) with port exposure multipliers and service-specific weighting for accurate real-world risk estimation.
Can I integrate ViperX with my existing security stack?
Yes. ViperX has a REST API (/api/viperx/*) that integrates with SIEMs, ticketing systems, and SOAR platforms. Pro and Enterprise plans include webhook support for real-time alerts when high-severity findings are discovered.
Does ViperX work with the Neutralizer product?
Yes — ViperX + Neutralizer is the ultimate combination. ViperX detects and traces threats with cryptographic proof. Neutralizer auto-responds and eliminates them in milliseconds. Together they form the detect → analyze → destroy pipeline. Pro customers get a bundle discount — contact us for details.
What CVEs and services does ViperX cover?
ViperX currently tracks CVE patterns for: SSH/OpenSSH, Nginx, Apache HTTP Server, MySQL, PostgreSQL, Redis, Node.js, Docker/runc/BuildKit, OpenSSL, WordPress, and the Linux kernel. We add new patterns monthly. Enterprise customers can request custom CVE libraries.
What is Quantum-Ready Encryption and why do I need it now?
Quantum computers using Shor's Algorithm will break RSA-2048 and all elliptic curve cryptography within 3–8 years. Adversaries are already performing "harvest now, decrypt later" attacks — collecting your encrypted data today to decrypt it when quantum computers arrive. ViperX implements NIST-standardized post-quantum algorithms (CRYSTALS-Kyber, CRYSTALS-Dilithium, SPHINCS+) that are mathematically immune to both Shor's and Grover's algorithms. You get a complete migration analysis showing exactly which systems are quantum-vulnerable and a step-by-step remediation path.
What makes ViperX's Threat Intelligence different from generic feeds?
Generic threat feeds give you raw data. ViperX correlates eight live intelligence sources — CISA KEV, GreyNoise, Shodan, Recorded Future, AlienVault OTX, abuse.ch, MITRE ATT&CK Enterprise, and our own global honeypot network — into a single prioritized briefing. You get: correlated events where multiple feeds confirm the same threat (reducing false positives), zero-day alerts with exploitation attempt counts, active APT group campaigns with current IOCs, and immediate action items ranked P0-P2. Everything is blockchain-sealed and tied to your specific risk profile — not a generic industry newsletter.
How does Attack DNA Profiling work and can it really attribute attacks to specific groups?
Attack DNA Profiling analyzes observed MITRE ATT&CK techniques, log fragments, and behavioral indicators to generate a cryptographic behavioral fingerprint. ViperX then clusters this against six known threat actor profiles (APT28/Fancy Bear, APT41/Double Dragon, Lazarus Group, FIN7/Carbanak, LockBit 3.0, Scattered Spider) using TTP similarity scoring — calculating a per-actor confidence percentage. The engine also fingerprints specific attack tools (Mimikatz, Cobalt Strike, Impacket, BloodHound, CrackMapExec) from behavioral patterns in logs. You also get a Mutation Index (0-10) showing how much the attack deviates from known variants — higher scores indicate novel attack patterns potentially from previously untracked actors. Attribution changes your response: a nation-state APT requires a very different protocol than opportunistic ransomware.
What does the Incident Forensics report include and is it legally defensible?
The Incident Forensics engine generates a complete forensic investigation package: a reconstructed attack timeline with phase-by-phase events, a blockchain-sealed evidence chain with full chain-of-custody tracking (who collected what artifact and when), all extracted IoCs (IPs, domains, file hashes, mutexes, registry keys), a lateral movement map showing how the attacker traversed your systems, root cause analysis, immediate remediation actions ranked by priority, and a full remediation plan with lessons learned. The exported Markdown report includes a SHA-256 evidence chain hash that enables independent verification of evidence integrity. While ViperX accelerates your investigation significantly, consult legal counsel for specific court admissibility requirements in your jurisdiction. For regulated industries (healthcare, finance), Enterprise plans include dedicated IR support.
What does "8 Engines" really mean — is this just marketing or is each engine genuinely distinct?
Each engine has a distinct backend implementation, separate database tables, and unique AI logic. Engine 1 (Attack Simulation) uses MITRE ATT&CK kill chain assembly. Engine 2 (Vulnerability Prediction) does CVE pattern matching with exploitation probability scoring. Engine 3 (Attacker Tracing) performs IP/ASN/geo trace and APT attribution. Engine 4 (Threat Response) executes configurable containment playbooks. Engine 5 (Quantum Encryption) implements 6 NIST PQC algorithms with real key-size benchmarks. Engine 6 (Threat Intel) aggregates 8 external feeds. Engine 7 (Attack DNA) does behavioral TTP clustering and threat actor attribution. Engine 8 (Incident Forensics) generates full evidence chains and exportable forensic reports. These are not UI tabs around a single API — they are separate systems with dedicated data models and distinct logic.
How does Swarm Protocol™ work — what are the 4 agents actually doing?
When a threat is detected (via Deception Grid, threat intel, or active simulation), Swarm Protocol deploys 4 AI agents simultaneously against the target IP/threat. Agent 1 (Tracer) performs full IP intelligence: geolocation, ASN lookup, TOR/VPN detection, and traces the attack upstream to identify C2 nodes. Agent 2 (Quarantine) isolates the affected network segment, terminates active sessions, and inserts blocking rules at the perimeter. Agent 3 (Poison) deploys counter-intelligence payloads — fake credentials with callbacks, tainted data with tracking embedded, decoy infrastructure. Agent 4 (Documenter) captures all evidence with blockchain chain-of-custody and prepares the legal evidence package. All 4 run concurrently — mean time to contain is under 60 seconds. Each action is logged, timestamped, and SHA-256 sealed.
What's the Deception Grid and how do canary tokens work?
The Deception Grid is a network of deployed traps — honeypots and canary tokens — that look real to an attacker but trigger ViperX the moment they're touched. Honeypots mimic real services (SSH servers, web admin panels, databases, file shares). Canary tokens are tiny trackers embedded in documents, AWS key files, URLs, DNS queries, and email addresses. When an attacker accesses a document with a canary token embedded, ViperX receives an alert with the attacker's IP, timestamp, and behavioral fingerprint. Canary tokens are particularly powerful for detecting insider threats and data exfiltration — once an attacker steals a "file" containing a canary, you know exactly where they are when they open it, even outside your network. The Deception Grid dashboard shows your overall "coverage score" — the percentage of your network covered by active tripwires.
Is Counter-Intelligence Poisoning legal? What jurisdictions support this?
Counter-intelligence poisoning — feeding fake data to attackers — is generally legal in most jurisdictions when deployed defensively on systems you own or have authorization to defend. The key distinction is passive vs. active: passively deploying decoy data within your own network is legal in the US, EU, and most jurisdictions. Active offensive hacking back against attacker infrastructure is typically illegal without government authorization. ViperX's Counter-Intelligence Poisoning operates entirely within your perimeter — it doesn't reach out to attack anyone's external systems. It feeds fake data to attackers who have already accessed (or are accessing) your systems. The phone-home callbacks in poisoned data are also passive: they record connection metadata when the attacker opens/uses the data, similar to tracking pixels in email. Enterprise and Government tier customers should consult legal counsel for specific jurisdiction requirements.
How does Threat Actor Profiling detect return visitors under new IPs?
Return visitor detection doesn't rely on IP addresses — it relies on behavioral fingerprints. Every time an attack occurs, ViperX captures the TTP cluster (which MITRE ATT&CK techniques were used and in which sequence), timing patterns (what time of day, which days of the week), tool signatures (behavioral indicators of specific malware or tools even without identifying samples), and infrastructure patterns (preferred hosting ASNs, domain naming conventions, TOR relay preferences). When a new attack occurs, ViperX scores it against all existing actor profiles for TTP overlap, tool signature matches, timing similarity, and infrastructure pattern overlap. If a previously profiled actor returns under a new IP, their behavioral fingerprint gives them away — usually with 60-80% confidence. Higher confidence requires more overlap across multiple indicators.
Coming Soon

The Threat Nobody Else Is Watching For:
Rogue AI Agents

In 2026, attackers aren't just humans — they're deploying autonomous AI agents that make API calls, escalate privileges, and exfiltrate data without human operators. ViperX is building the first threat detection layer specifically designed for agentic AI attack vectors. Because your existing security stack was built for humans, not AI.

Rogue AI Agent Detection Patterns
ViperX identifies autonomous AI behavior that bypasses human-focused security controls
📡
API Call Frequency Anomaly
Detects machine-speed API call patterns — 100x faster than human operators — with burst detection, timing regularity analysis, and endpoint sweep recognition
Behavioral Baseline
🔓
Automated Privilege Escalation
Flags systematic permission probing — AI agents testing every role, scope, and token boundary methodically in ways no human would attempt sequentially
Scope Boundary Analysis
👻
Sessionless Data Exfiltration
Catches data leaving your systems via API-only channels with no browser session, no cookie, no mouse movement — pure machine-to-machine extraction
Session Fingerprinting
🕷️
Autonomous Lateral Movement
Identifies AI agents systematically hopping between services, enumerating internal endpoints, and building network maps — all without human decision latency
Movement Graph Analysis
🛡️
Agentic AI Detection Capabilities
Purpose-built for the post-human threat landscape
Machine-Speed Request Detection
Identifies API call patterns that exceed human reaction time — sub-50ms inter-request intervals, zero mouse/keyboard telemetry
AI Tool Chain Fingerprinting
Recognizes signatures of popular agent frameworks (LangChain, AutoGPT, CrewAI, and other AI agent SDKs) in request headers and behavioral patterns
Autonomous Credential Harvesting Detection
Flags systematic extraction of API keys, tokens, and secrets from environment variables, config files, and secret stores
Multi-Step Goal Inference
Correlates sequences of actions to infer the autonomous agent's objective — reconnaissance, persistence, exfiltration — before it completes its mission
LLM Prompt Injection Monitoring
Detects adversarial prompts targeting your own AI systems — prompt injection, jailbreak attempts, and instruction override attacks in real time
🤖
Intelligent Handling of Automated Access

ViperX distinguishes between legitimate automated access — monitoring agents, verified security scanners, authorized integrations — and adversarial automation deployed as part of an attack chain. The goal isn't to block all bots; it's to neutralize the ones operating against you. Legitimate tools, including your own security stack, are recognized and pass through unimpeded. See our stance on web scraping legality →  ·  🔴 Vercel breach: ViperX in Stage 3 →

🐍 All 5 Kill Chain Stages Live — Detect · Track · Swarm · Strike · Prove

Detect. Swarm. Strike back. Seal it in blockchain.

ViperX detects intrusions, deploys Swarm Protocol countermeasures, maps C2 infrastructure, poisons attacker data, and seals every incident on a SHA-256 blockchain proof chain. Full kill chain reversal is live — all five stages operational now.

🐍 Get ViperX — $499/mo 🔥 Full Strike-Back — $999/mo Live Dashboard →

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