BlackIce detects impossible travel, credential stuffing, and token abuse in milliseconds—before damage occurs.
Modern fraudsters bypass rule engines, rotate IPs, and reuse tokens. Legacy systems mark it as normal traffic.
You get a risk score. No explanation. When a regulator asks why you blocked a transaction — you can't answer.
Attackers spread activity across time windows. Single-event detection misses 80% of sophisticated ATO attacks.
Can you replay exactly what triggered a block 6 months ago? If not, you fail PSD2, SOC2, and internal audits.
Sophisticated attackers learn your thresholds. They stay just below. Your rules don't evolve. They do.
Send authentication events via API or JSONL file. Tokens, IPs, devices, geography, timestamps.
BlackIce reconstructs attacker sequences — correlating behavior across identities, not just sessions.
Every BLOCK, STEP_UP, or ALLOW comes with reason codes, evidence, and a risk score you can audit.
Connect to your enforcement layer. Run simulations before deploying rule changes. No surprises.
Pick an attack scenario. BlackIce explains exactly why it triggered—and what evidence was used.
When your regulator, your board, or your customer asks "why was this blocked?" — you have an answer.
No ML black boxes. Every decision follows explicit, auditable rules. Same input always produces same output.
Every detection is replayable. Travel back to any decision, 6 months later, and reconstruct the exact evidence chain.
Test your rules against adaptive attackers before deploying. Know your blind spots before the attacker finds them.
BlackIce builds a behavioral baseline per identity. Anomalies detected relative to that user's history.
Fail the pipeline if normalization would silently change a decision. Compliance teams love this.
FastAPI + Docker. OpenAPI schema. REST endpoints. Integrate with your stack in hours, not months.
| Capability | BlackIce | Rule Engines | ML Platforms |
|---|---|---|---|
| Explainable decisions | ✓ Always | ⚡ Partial | ✗ Rarely |
| Replayable audit trail | ✓ Built-in | ✗ No | ✗ No |
| Sequence-aware detection | ✓ Core feature | ✗ Event-only | ⚡ Varies |
| Adversarial simulation | ✓ Built-in | ✗ No | ✗ No |
| Deploy without data scientists | ✓ Yes | ✓ Yes | ✗ Requires ML team |
| PSD2 / SOC2 audit readiness | ✓ Yes | ⚡ Partial | ✗ Difficult |
We work with a small number of early partners. Tell us where you're seeing fraud — and we'll show you what BlackIce finds.