NiKaDa Sovereign AI Cybersecurity Logo NiKaDa
Home Our Model Pricing About Contact
NiKaDa Rust eBPF Kernel Telemetry Hardware Architecture
RELEASE 2.0.4-LTS · INDIA & 🇦🇺 AUSTRALIA / NZ SOVEREIGN PODS

Rust eBPF & Windows EDR with 0.131 ms P50 Zero-Day Containment

Cloud-polled EDRs and 62-minute SIEM pipelines react after encryption finishes. NiKaDa CyberAI Shield v2.0 runs native Rust eBPF & Windows ETW ring-buffer sensors on-host: evaluating 13 deterministic & Mirage canary rules in 0.051 ms P50 (< 0.08 ms SLA), freezing hostile processes via SIGSTOP / NtSuspendProcess in 0.131 ms P50 (< 5 ms SLA), scoring 16-feature BETH eBPF ML in 14.35 ms P50 (99.74% accuracy), and cutting alert noise by 94.0% at 100.0% recall.

Linux eBPF CO-RE Kernel 5.4+ · <1.2% CPU · <42 MB RSS
Windows Server ETW Server 2019–2025 & Win 10/11 Enterprise
5-Agent Local AI SOC Sovereign 33B & 50B Models · 0 Cloud Leakage
India & 🇦🇺 ANZ Pods CERT-In 180-Day & ACSC Essential Eight
Ed25519 Signed · Zero Reboot · <42 MB RSS
$ curl -fsSL "https://nikada.in/api/v1/enroll/linux.sh?token=<YOUR_TENANT_TOKEN>" | sudo bash
ringbuf://cyberai-shield-v2.0.4/clock_monotonic_raw ● eBPF CO-RE ACTIVE
NiKaDa Rust eBPF Kernel Ring-Buffer & Sovereign AI SOC Hardware Architecture
Tier-0 Rust eBPF Ring-Buffer & 5-Agent Local AI SOC Zero Cloud Leakage
L0 eBPF / ETW Filter (13 Rules + Mirage Canary) 0.051 ms P50 · 0.071 ms P95 (SLA < 0.08 ms)
Tier-0 Process Micro-Freeze (SIGSTOP / NtSuspendProcess) 0.131 ms P50 · 0.191 ms P95 (SLA < 5.0 ms)
L1 BETH eBPF DualEngine ML (99.74% Acc · 0.9999 AUC) 14.35 ms P50 + 0.42 ms Redis Lua
RFC 8032 Ed25519 SOAR Action Signature Verification 0.054 ms P50 (18,554 sigs/sec)
Live Telemetry Inspector (Select Vector) Raw Benchmark Evidence →

            
Step through an active exploit from L0 ring-buffer capture (0.051 ms P50) to Ed25519-signed containment.
01 L0 Filter (0.051 ms P50 / <0.08 ms SLA)
→
02 Tier-0 Freeze (0.131 ms P50 / <5 ms SLA)
→
03 L1 BETH eBPF ML (14.35 ms P50 · 99.74%)
→
04 Ed25519 Signed SOAR (0.054 ms P50)
0.051 ms P50 L0 Signature & Canary Filter (0.071 ms P95 — <0.08 ms SLA across 13 rules)
0.131 ms P50 Tier-0 Process Micro-Freeze (0.191 ms P95 — <5 ms on-host SIGSTOP / NtSuspendProcess SLA)
14.35 ms P50 16-Feature BETH eBPF ML (99.74% Acc, 0.9963 F1, 0.9999 ROC-AUC) + 0.42 ms Redis Lua
94.0% Reduction Stream Alert-Fatigue Suppression (500 → 30 actionable incidents) with 100.0% Attack Recall
0.054 ms P50 · ₹199 / mo RFC 8032 Ed25519 Signed SOAR (18,554 sigs/sec) · Corporate 50-Endpoint Annual Plan (₹99–₹349/mo across 9 INR tiers) + Free 30-Day ANZ Trial
01 // 5-Tier Autonomous Defense-in-Depth

Sub-millisecond kernel enforcement backed by reproducible telemetry.

Traditional SIEM and cloud-polled EDR pipelines take 15 to 62 minutes to correlate an intrusion while modern ransomware encrypts a host in under 4 seconds. CyberAI Shield v2.0 suspends hostile execution threads directly inside the OS kernel before payload completion.

01 / Fast-Lane Runtime Hot-Patching

Zero-Day PHP2Shell Neutralization (CVE-2026-109618 & 109619)

Audits Linux (/etc/php/*/*/conf.d) and Windows (php.ini, XAMPP, WAMP) at boot, writes 99-cyberai-shield-php2shell.ini (session.upload_progress.enabled = Off), reloads web workers with zero dropped connections, and emits a signed EXECUTED_ACK telemetry proof.

Zero-Downtime Hot-Patch · EXECUTED_ACK
02 / Tier-0 & L0 Rust Kernel Sensor

0.051 ms P50 L0 Filter & 0.131 ms P50 Process Micro-Freeze

Evaluates 13 deterministic & Mirage honey-canary rules in 0.051 ms P50 (0.071 ms P95 — < 0.08 ms SLA) and suspends hostile processes on-host via kernel SIGSTOP / NtSuspendProcess in 0.131 ms P50 / 0.191 ms P95 (< 5 ms SLA).

<1.2% CPU · <42 MB RSS RAM
03 / Layer-1 Dual-Engine eBPF ML

CyberAI_Shield_eBPF_DualEngine_v1 (99.74% Accuracy)

Combines 0.42 ms atomic Redis Lua exponential risk accumulation with our 16-feature supervised XGBoost + unsupervised IsolationForest ensemble trained on 1,141,078 BETH Linux kernel eBPF events (14.35 ms P50 inference, 0.9963 F1, 0.9999 ROC-AUC).

94.0% Alert Noise Reduction · 100% Recall
04 / Layer-2 5-Agent AI SOC Swarm

Sovereign 33B & 50B Parameter Multi-Agent Consensus

Five specialized agents (Forensic Analyst, Network Hunter, Threat Intel Correlator, Chronos Kill-Chain Predictor, and Containment Arbiter) execute on sovereign-hosted 33B & 50B security models with strict adversarial prompt-injection stripping.

Zero External LLM Data Leakage
05 / Cryptographic SOAR, Attribution & QuantumGuard CBOM

0.054 ms P50 Ed25519 Signed Command Bus, Real-Time IP/ASN Attribution & NIST PQC

Every KILL_PROCESS or ISOLATE_NETWORK directive is signed with RFC 8032 Ed25519 (0.054 ms P50, 18,554 signatures/sec), locked via Redis SET NX EX 300, verified against composite (PID, process_start_time_ns), and paired with real-time attacker ASN/JA4 attribution and NIST FIPS 203 & 204 post-quantum auditing.

0.054 ms P50 Ed25519 · Automated 6-Hr CERT-In Dossier · NIST PQC
02 // Head-to-Head Architectural Comparison

Why enterprise CISOs replace legacy SIEMs & cloud-polled EDRs.

Compare NiKaDa CyberAI Shield v2.0 against global US/EU cloud-polled EDR platforms and traditional SIEM + MDR stacks across kernel latency, autonomous runtime patching, sovereign AI residency, and total cost of ownership.

Architectural Dimension NiKaDa CyberAI Shield v2.0 Global Cloud EDRs (CrowdStrike / SentinelOne / Cortex Class) Legacy SIEM + MDR Stacks
L0 Kernel Signature & Canary Evaluation 0.051 ms P50 (0.071 ms P95 — <0.08 ms SLA across 13 rules) 50 ms – 450 ms user-space hook & cloud stream batching 15 min – 62 min log ingestion & batch correlation loop
On-Host Process Containment Latency 0.131 ms P50 / 0.191 ms P95 (<5 ms SLA via kernel SIGSTOP / NtSuspendProcess) 500 ms – 8,000 ms cloud policy round-trip or heavy kernel driver Manual SOC ticket escalation & analyst runbook approval
Zero-Day Runtime Hot-Patching (PHP2Shell) Automated 99-cyberai-shield-php2shell.ini + zero-downtime reload + EXECUTED_ACK Detection-only alert (requires manual DevOps patching & maintenance window) Post-compromise forensic alert after web shell execution
Behavioral Kernel ML Transparency 14.35 ms P50 BETH eBPF DualEngine (99.74% Acc, 0.9963 F1, 0.9999 ROC-AUC) Proprietary black-box cloud scoring without published P50/P95 benchmarks Static Sigma / YARA threshold rules with high false-positive rates
Stream Alert-Fatigue Suppression 94.0% reduction (500 → 30 actionable incidents) at 100.0% attack recall Requires expensive managed MDR add-on tier to triage noisy alerts 10,000+ raw daily events causing severe SOC analyst burnout
AI SOC Data Residency & Sovereignty Sovereign 33B & 50B models inside India Pod or 🇦🇺 Australia/NZ Pod (0 external API calls) Multi-tenant US/EU cloud routing; cross-border telemetry transfer risks Shared third-party MSSP analyst access to raw enterprise logs
Cryptographic SOAR Command Bus 0.054 ms P50 RFC 8032 Ed25519 (18,554 sigs/sec) + (PID, start_time_ns) lock Standard TLS channel without composite nanosecond PID-reuse protection Manual SSH / PowerShell remediation scripts
Commercial TCO (Corporate 50-Node Fleet) ₹199 / agent / mo (~$2.40 USD/mo, ₹99–₹349 across 9 tiers) + Free 30-Day ANZ Trial $15 – $28 USD / agent / mo (₹1,250 – ₹2,350/mo + extra module fees) $4,000+ USD / mo EPS log ingestion fees + SOC retainer
03 // Sovereign Control Plane Residency

Dedicated on-shore pods for India & Australia / NZ.

Enterprise kernel telemetry never crosses unauthorized jurisdictions. Deploy on our India Sovereign Pod (Ahmedabad HQ) for CERT-In (28.04.2022) 180-day tamper-evident retention & DPDP Act 2023 compliance, or our 🇦🇺 Australia & New Zealand On-Shore Sovereign Pod aligned with ACSC Essential Eight (Maturity Level 3), APRA CPS 234, SOCI Act 2018, and NZISM.

India Sovereign Pod CERT-In 180-Day WORM Logs · NIC/NPL NTP Sync · DPDP Act 2023 · RBI / SEBI Ready
🇦🇺 Australia & NZ Pod Free 30-Day Trial ($0 / ₹0 Setup) · ACSC Essential Eight · APRA CPS 234 & SOCI Act
Air-Gapped On-Premise Docker / Kubernetes Sovereign Appliance for Defense, BFSI & Critical Infrastructure
9 Transparent INR Tiers ₹99 to ₹349/agent/mo Annual (₹199/mo Corporate 50-Endpoint Plan, ~90% Lower TCO)
Full Architecture Specs Compare 9 INR Plans
NiKaDa Sovereign Data Center Server Rack & Cryptographic Telemetry Shield
Release: 2.0.4-LTS · Last Verified: · Sovereign Pods: India Sovereign Pod (Ahmedabad HQ) & 🇦🇺 Australia & New Zealand On-Shore Sovereign Pod
From Our Founding Systems Engineers · Kaushik Kumar (Founder & CTO)

Engineered for the SOC operator on call at 03:00 UTC.

We founded NiKaDa Technologies Pvt. Ltd. (Engineering HQ: Ahmedabad, Gujarat, India) after watching enterprise security teams drown in thousands of passive SIEM alerts while ransomware encrypted production servers in under four seconds. When an attacker triggers a zero-day exploit at 3:00 AM, a Slack notification is not defense—it is an autopsy report.

That is why we engineered NiKaDa CyberAI Shield v2.0 around two independently verifiable commitments: two-stage sub-millisecond containment (using native Rust eBPF and Windows ETW sensors that evaluate all 13 L0 deterministic & Mirage canary rules in 0.051 ms P50 [0.0514 ms, 0.071 ms P95 — < 0.08 ms SLA] and micro-freeze hostile processes in 0.131 ms P50 / 0.191 ms P95 [< 5 ms SLA] via SIGSTOP / NtSuspendProcess) and transparent hybrid AI provenance—combining our CPU-native CyberAI_Shield_eBPF_DualEngine_v1 (XGBoost + IsolationForest trained on 1,141,078 BETH Linux kernel eBPF events at 99.74% validation accuracy, 0.9963 F1, 0.9999 ROC-AUC) with adversarially hardened Layer-2 33B & 50B parameter SOC Swarm reasoners.

Kaushik Kumar — Founder, CTO & Principal Systems Architect NiKaDa Technologies Pvt. Ltd. · Public Evidence & Benchmark Library → · Kernel Research →
Direct Engineering Line: +91 93522 65783
Controlled 180-Node Reference Simulation & Production Sovereign Testbed

Reproducible PHP2Shell & eBPF validation across 180 simulated nodes.

Testbed Profile: Controlled Multi-Agent Reference Simulation & Production Sovereign Pod stress benchmark (>800 EPS burst ingestion capacity).

0.051 ms P50 On-Host L0 Filter (<0.08 ms SLA)
0.131 ms P50 Tier-0 SIGSTOP Freeze (0.191 ms P95 · <5 ms SLA)
94.0% / 100% Stream Noise Reduction & Attack Recall

Independently Reproducible Outcome: In our reproducible validation suite, CyberAI Shield v2.0 automatically detects and hot-patches PHP runtimes exposed to PHP_SESSION_UPLOAD_PROGRESS race-condition RCE (CVE-2026-109618 / CVE-2026-109619) via 99-cyberai-shield-php2shell.ini, freezes spawned exploit processes in 0.131 ms P50 / 0.191 ms P95 (< 5 ms SLA, CLOCK_MONOTONIC_RAW) via kernel SIGSTOP, suppresses 94.0% of benign stream noise (500 → 30 actionable incidents) with 100.0% attack recall, and automates technical evidence generation for India CERT-In (180-day logs / 6-hr dossier) and Australia ACSC Essential Eight / APRA CPS 234. Explore the Benchmark Evidence Library →

MITRE ATT&CK v15 Mapped (Internal Atomic Red Team Benchmark) Validated across initial access, privilege escalation, credential dumping (LSASS/Mimikatz), and lateral movement with deterministic L0 + behavioral L1/L2 coverage.
India CERT-In (28.04.2022) & 🇦🇺 Australia ACSC / APRA Technical control alignment for India 180-day CERT-In log retention, NIC/NPL NTP sync & DPDP Act residency plus Australia & New Zealand On-Shore Sovereign Pod (0.051 ms P50 L0 / 0.131 ms P50 Tier-0 Freeze, Free 30-Day Trial) aligned with ACSC Essential Eight, APRA CPS 234 & SOCI Act.
RFC 8032 Ed25519 Signed SOAR Every cloud-dispatched KILL_PROCESS or ISOLATE_NETWORK command requires 128-hex Ed25519 signature verification (0.054 ms P50, 18,554 signatures/sec) and composite (PID, process_start_time_ns) matching.
NIST FIPS 203 & 204 PQC Readiness QuantumGuard continuously inventories TLS 1.3 handshakes and cryptographic bill of materials (CBOM) for ML-KEM-768 and ML-DSA-65 post-quantum transition planning.
Sovereign 33B & 50B Multi-Agent AI Consensus (Zero External Cloud API Calls) All 5 autonomous SOC agents (Forensic Analyst, Network Hunter, Threat Intel Correlator, Chronos Predictor, and Containment Arbiter) execute strictly inside your regional sovereign pod with deterministic JSON schema guardrails and zero third-party LLM telemetry sharing.
04 // Technical Specification FAQ

Engineering answers on sensor deployment & sovereignty.

How fast does NiKaDa CyberAI Shield v2.0 deploy and respond to zero-day threats?

Deployment takes under 60 seconds via a single cryptographically signed installer script with zero kernel reboot. On-host Tier-0 Rust sensors filter all 13 deterministic signatures and Mirage honey-canaries in 0.051 ms P50 (0.0514 ms, 0.071 ms P95 — < 0.08 ms SLA) and micro-freeze malicious processes (SIGSTOP / NtSuspendProcess) in 0.131 ms P50 / 0.191 ms P95 (< 5 ms SLA).

Which Linux and Windows operating systems are supported in production?

Our native Rust eBPF sensor supports Ubuntu, Debian, RHEL, AlmaLinux, Rocky Linux, and enterprise Linux distributions (Kernel 5.4+ with BTF CO-RE, <1.2% CPU, <42 MB RAM), while our native Windows ETW sensor supports Windows Server 2019, 2022, 2025 and Windows 10/11 Enterprise endpoints.

How does NiKaDa guarantee sovereign data privacy and prevent false-positive kills?

All 5 AI SOC Swarm agents run on locally trained 33B and 50B parameter security models within your designated sovereign pod with zero external cloud telemetry sharing. Every remediation directive is cryptographically signed with Ed25519 (0.054 ms P50) and verified against composite process identity (PID + process_start_time_ns) so OS PID reuse never affects legitimate services.

How does Autonomous Fast-Lane Hot-Patching stop PHP2Shell (CVE-2026-109618 & 109619)?

Upon installation or boot, the Rust agent scans Linux (/etc/php/*/*/conf.d) and Windows (php.ini, XAMPP, WAMP) for vulnerable upload-progress configurations, writes 99-cyberai-shield-php2shell.ini (session.upload_progress.enabled = Off), reloads PHP with zero downtime, and emits a signed EXECUTED_ACK alert.

How do the 9 INR Commercial Tiers and the Free 30-Day Australia & New Zealand Trial work?

All 9 commercial INR plans include the full CyberAI Shield v2.0 platform from ₹349/agent/mo (Starter, 1–5 agents) down to ₹199/agent/mo (Corporate, 31–50 agents) and ₹99/agent/mo (Enterprise, 250+ agents) billed annually. Australian and New Zealand enterprises receive a Free 30-Day Trial ($0 / ₹0 setup fee) hosted in our On-Shore Sovereign Pod aligned with ACSC Essential Eight, APRA CPS 234, and the SOCI Act.