NiKaDa 
On-host 0.051 ms P50 (<0.08 ms SLA) L0 filtering, 0.131 ms P50 (<5 ms SLA) Tier-0 process micro-freeze, 14.35 ms P50 BETH eBPF DualEngine ML (99.74% accuracy), 5-Agent Local 33B/50B AI Swarm, and 0.054 ms P50 Ed25519 signed remediation.
Legacy tools only alert after a breach. CyberAI Shield v2.0 patches vulnerable runtimes at boot and freezes threats in sub-milliseconds.
Scans Linux & Windows at boot for PHP2Shell (CVE-2026-109618 & 109619), writes 99-cyberai-shield-php2shell.ini, reloads PHP with zero downtime, and emits EXECUTED_ACK.
Native Rust endpoint sensor (Linux & Windows) freezes ransomware, Mimikatz, and reverse shells via SIGSTOP / NtSuspendProcess in under 5 ms.
Combines 0.42ms IsolationForest + Redis Lua risk scoring with 5 specialized AI agents powered by locally trained 33B & 50B parameter security models.
Verifies every KILL_PROCESS & ISOLATE_NETWORK directive with Ed25519 + composite PID (process_start_time_ns), Mirage honey-canaries, and PQC CBOM auditing.
Dedicated on-shore control planes with automated 6-hour CERT-In dossiers, 180-day tamper-evident retention, DPDP Act 2023 sovereignty, and Australian ACSC Essential Eight / APRA CPS 234 / SOCI Act compliance (including a Free 30-Day Trial with $0 setup fee for ANZ enterprises).
India Sovereign Pod · 🇦🇺 Free 30-Day ANZ Trial Our Rust eBPF (Linux) and ETW (Windows) sensors operate at 0.08 ms L0 deterministic filtering SLA (0.051 ms P50 live measured) and <5 ms Tier-0 process suspension SLA (0.131 ms P50 / 0.191 ms P95 live measured)—stopping shadow-copy deletion, credential dumping, and web-shell spawns automatically.
ForensicAnalyst, NetworkHunter, ThreatIntel, ResponseCoordinator, and ContainmentEngine correlate multi-step campaigns using sovereign-hosted, domain-fine-tuned 33B & 50B parameter security models—with zero third-party LLM API calls or external cloud data leakage.
Designed for CISO, CTO, and security architecture due diligence: transparent measurement boundaries, sensor resource ceilings, AI model provenance, and regulatory control alignment. View full Benchmark Evidence Library →
BPF_MAP_TYPE_RINGBUF / Windows ETW (zero network round-trip).SIGSTOP / NtSuspendProcess) measured via CLOCK_MONOTONIC_RAW across 50 real OS processes.CyberAI_Shield_eBPF_DualEngine_v1 (XGBoost + IsolationForest, 99.74% accuracy).Ed25519 signed KILL_PROCESS or SIGCONT verified against (PID, process_start_time_ns).5.4+ BTF CO-RE (Ubuntu, Debian, RHEL, Alma, Rocky, Amazon Linux) · <1.2% median CPU · <42 MB RSS RAM.systemd, sshd, postgres, lsass.exe). Our 5-Agent SOC Swarm executes on open-weight foundation architectures domain-fine-tuned via QLoRA/SFT on curated MITRE ATT&CK v15 syscall graphs, Linux auditd/eBPF traces, Windows ETW Event IDs, and obfuscated PowerShell/Bash/PHP exploit corpora.
Adversarial Prompt-Injection Defense: Command-line arguments are sanitized and deobfuscated before inference, and agent outputs are strictly constrained to deterministic JSON verdict schemas—preventing arbitrary command execution. Hosted in our India Sovereign Pod, Australia & New Zealand On-Shore Sovereign Pod, or customer air-gapped GPU appliances.
Implemented Security Controls: TLS 1.3 transport, AES-256/Fernet encryption at rest, RFC 8032 Ed25519 command signing, and NIST FIPS 203/204 PQC CBOM auditing.
Regulatory Control Alignment: Provides automated technical controls (NIC/NPL NTP sync check, 180-day tamper-evident log retention on Corporate+ or via S3 archival on Starter–Growth, and 6-hour/72-hour incident dossiers) mapped to CERT-In Directions (28.04.2022), DPDP Act 2023, ACSC Essential Eight, APRA CPS 234, SOCI Act, ISO/IEC 27001:2022 Annex A, and SOC 2 Type II control criteria.
Every latency and detection benchmark published on nikada.in—from 0.051 ms P50 L0 filtering and 0.131 ms P50 Tier-0 process micro-freeze to 14.35 ms P50 BETH eBPF DualEngine ML (99.74% accuracy) and 0.054 ms P50 Ed25519 command signing—can be independently reproduced in your staging or production fleet in under 60 seconds.