- Keadaan
- Sedia
- Last check
- 1m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Observe
- Seterusnya check
- 2m
NeuralOps Security Engineering
NeuralOps Autonomi Cyber Defence Engineering
AI Keselamatan Ejen, Sistem Pertahanan Detached and Manusia-Tindak Balas Terkawal
Continuously observe, detect, correlate and contain infrastructure threats across VPS, Linux servers, websites, APIs, DNS and cloud environments.
Designed to detect, reduce, contain and respond to as many observable attack patterns as technically possible.
Seni Bina Simulasi
01 OBSERVE02 RULE BLOCK03 AI CORRELATE04 APPROVAL05 STABLE
Protected Aset12
Signals Analysed4,280
Detached Guards9
Kritikal Events0
Mod Tindak BalasOBSERVE
Tahap RisikoSTABLE
AvailabilityONLINE
Recovery KeadaanVERIFIED
Simulasi Only No Real Attack Traffic
Interactive Cyber Defence Simulasi
A deterministic frontend demonstration of telemetry detection, specialised parsing, Smart Routing, AI analysis, deterministic verification, policy control, approval, detached response and recovery.
Defence Seni BinaMESIN NEGERI DETERMINISTIK
Telemetryidle
Parseridle
Smart Routingidle
Ejen AIidle
Validationidle
Policy Enjinidle
Detached Guardidle
Responseidle
Verificationidle
Laporan Insidenidle
Sedia
Pilih senario dan mulakan simulasi selamat.
Kelulusan Manusia Gate
Tindakan berimpak tinggi memerlukan keputusan
Tiada tindakan akan dilaksanakan tanpa kelulusan eksplisit.
Ejen AI Council
Ejen Pengesanan AncamanDNS Integrity AgentEjen Analisis DDoSLinux Pengukuhan AgentWeb Keselamatan AgentEjen IdentitiEjen Tingkah Laku Perisian HasadEjen Korelasi InsidenResponse Perancangan AgentEjen BuktiAI Tadbir Urus Agent
Event Garis Masa
SIMULATION CLOCK- Simulasi ready
Sistem Berasingan
TIADA LLM BERTERUSAN DIPERLUKAN- Keadaan
- Sedia
- Last check
- 2m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Recommend
- Seterusnya check
- 3m
- Keadaan
- Sedia
- Last check
- 3m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Observe
- Seterusnya check
- 4m
- Keadaan
- Sedia
- Last check
- 4m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Recommend
- Seterusnya check
- 5m
- Keadaan
- Sedia
- Last check
- 5m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Observe
- Seterusnya check
- 6m
- Keadaan
- Sedia
- Last check
- 6m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Recommend
- Seterusnya check
- 7m
- Keadaan
- Sedia
- Last check
- 7m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Observe
- Seterusnya check
- 8m
- Keadaan
- Sedia
- Last check
- 8m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Recommend
- Seterusnya check
- 9m
- Keadaan
- Sedia
- Last check
- 9m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Observe
- Seterusnya check
- 10m
- Keadaan
- Sedia
- Last check
- 10m ago
- Keyakinan
- Garis Dasar
- Events
- 0
- Permission
- Recommend
- Seterusnya check
- 11m
This demonstration uses safe, predefined frontend events only. It does not execute attacks, perform penetration testing, connect to customer systems or represent live customer telemetry.
The Engineering Problem
Modern Infrastruktur Produces Lagi Keselamatan Signals Than Small Teams Can Continuously Analyse
Fragmented logs, configuration drift, DNS manipulation, traffic floods, credential attacks, exposed services, CMS risk, API abuse and abnormal processes frequently arrive as isolated alerts. Terhad PKS teams must investigate them while keeping production available.
Log pelayanDNS changesTraffic floodsCredential attacksExposed portsCMS changesAPI abuseOutbound connectionsBeban pengimbasAlert fatigue
KONSOLIDASI ISYARATSIMULATED
auth.log · failed_logindns · ttl_changednginx · rate_spikeprocess · listener_addedcms · admin_dicipta
NORMALISE → CORRELATE → VERIFY
Seven-Layer Seni Bina
NeuralOps Cyber Defence Seni Bina
Signals move through independent parsers, smart routing, controlled AI agents, deterministic policy and detached response systems.
Telemetri dan Penderia
Multiple Specialised Parsers
Each parser extracts structured security facts independently. Parser disagreement lowers keyakinan, prevents automatic response, triggers verification and escalates to a human reviewer.
Smart Keselamatan Penghalaan
Routes each signal to a rule, signature, threshold, parser, anomaly detector, small model, advanced reasoning model or security engineer based on severity, keyakinan, asset, sensitivity, blast radius, cost, urgency and required accuracy.
AI Keselamatan Agent Council
No agen has unrestricted authority. Penting decisions use multi-agen comparison, deterministic verification, keyakinan thresholds, policy validation and approval gates.
Policy and Decision Enjin
Sistem Pertahanan Detached
Pengawal bebas, ringan dan khusus terus beroperasi tanpa inferens LLM berterusan.
Tindak Balas Terkawal
Maklumkan, create an incident, collect evidence, increase monitoring, activate rate limits, temporarily block an IP, restrict exposed services, isolate suspicious processes, quarantine files, disable compromised credentials, apply temporary firewall rules, switch traffic to a protected route, generate remediation commands, verify recovery and roll back unsafe changes. ASN blocking is available only when explicitly authorised. High-impact action requires approval unless explicitly pre-authorised.
Independent Perlindungan Rack
Sistem Pertahanan Detached
Each guard maintains its own state, rules, schedule, evidence, keyakinan, baseline, incident sejarah, response permissions and rollback information.
01DETACHED
DNS Integrity Guard
Rekod DNS, pelayan nama, TTL, keterlihatan DNSSEC, penjajaran sijil dan keadaan pendaftar.
Tindak balas terkawalSahkan melalui resolver bebas; beri amaran, pelihara garis asas, sekat perubahan dan mulakan siasatan pendaftar.
02DETACHED
Pengawal Amaran Awal DDoS
Kadar permintaan, sambungan, tingkah laku SYN, pengulangan titik akhir, geografi, kepekatan ASN, entropi, ketepuan dan kesihatan asal.
Tindak balas terkawalHad kadar progresif, had sambungan, mod cabaran, pengaktifan cache, peraturan WAF dan eskalasi huluan.
03DETACHED
Pengawal SSH dan Kelayakan
Failed logins, spraying, stuffing, baharu keys, unusual sudo, root attempts and authentication drift.
Tindak balas terkawalSekatan sumber sementara, tangkapan bukti, aliran kerja putaran kunci dan penamatan sesi yang diluluskan.
04DETACHED
Pengawal Aplikasi Web
Penunjuk suntikan, lintasan, kemasukan fail, muat naik berniat jahat, anomali admin, webshell dan penunjuk defacement.
Tindak balas terkawalTingkatkan telemetri, gunakan dasar WAF defensif, asingkan fail mencurigakan dan minta semakan.
05DETACHED
API Behaviour Guard
Volume anomalies, token abuse, enumeration, failed authorisation, scraping, replay and unexpected data volume.
Tindak balas terkawalHadkan kadar, sekat token, cipta insiden dan naik taraf penunjuk kawalan akses rosak.
06DETACHED
Pengawal Proses dan Kegigihan
Proses baharu, anomali induk-anak, pendengar, cron, kegigihan systemd, perubahan keistimewaan dan sambungan keluar.
Tindak balas terkawalAsingkan proses dengan kelulusan, pelihara bukti, sekat perkhidmatan dan sahkan pemulihan.
07DETACHED
Pengawal Integriti Fail
Konfigurasi dilindungi, akar web, kod aplikasi, SSH, cron, perkhidmatan dan fail persekitaran sensitif.
Tindak balas terkawalBandingkan cryptographic hashes, quarantine with policy approval and restore approved baseline.
08DETACHED
Data Exfiltration Guard
Trafik keluar, penciptaan arkib, pemindahan besar, destinasi awan, eksport dan akses laluan sensitif.
Tindak balas terkawalTingkatkan pemerhatian, sekat laluan, pelihara bukti dan naik taraf untuk kelulusan pembendungan.
09DETACHED
CMS Perlindungan Guard
WordPress, Joomla, Drupal, OpenCart, Magento and Laravel changes, admins, backups, debug mode and scheduled tasks.
Tindak balas terkawalSekat laluan admin, kuarantin perubahan tidak dibenarkan dan jana pemulihan disahkan.
10DETACHED
Resource Exhaustion Guard
CPU, memory, disk, inode, process count, database pools, workers, queues and log growth.
Tindak balas terkawalBezakan pertumbuhan, kecacatan, kebocoran, pengimbasan, DDoS dan penunjuk perlombongan kripto sebelum bertindak.
11DETACHED
Sijil and TLS Guard
Tamat Tempoh, issuer changes, hostname mismatch, weak protocols, chain faults, replacements and redirects.
Tindak balas terkawalMaklumkan, preserve evidence, generate renewal plan and validate the repaired chain.
12DETACHED
Pengawal Integriti Sandaran dan Pemulihan
Penyiapan, umur, penyulitan, ujian integriti, ujian pemulihan, pemadaman dan akses tidak normal.
Tindak balas terkawalKunci keadaan siasatan, maklumkan pemilik dan minta pengesahan pemulihan diluluskan.
DNS controls cannot stop every form of poisoning from local software alone. Large volumetric DDoS attacks require CDN, Anycast, upstream filtering or dedicated traffic-scrubbing services.
Defensible Scope
Attack Liputan Matriks
Liputan indicates observable engineering capability, not guaranteed prevention.
| Kategori Ancaman | Detection | Detached Guard | Possible Response | Kelulusan Manusia |
|---|---|---|---|---|
| DNS poisoning indicators | Observe / Correlate | DNS Integrity | Verify independent resolvers | Ya |
| DNS hijacking | Detect / Escalate | DNS Integrity | Sekat perubahan; aliran kerja pendaftar | Ya |
| DNS amplification exposure | Detect | DNS Integrity | Harden resolver policy | Ya |
| Volumetric DDoS | Observe / Escalate | DDoS Warning | Requires Luaran Provider | Luaran |
| Protocol DDoS | Detect / Contain | DDoS Warning | Connection limits; provider escalation | Policy |
| Application-layer DDoS | Detect / Contain | DDoS Warning | Had kadar, cache, cabaran | Policy |
| Brute force | Detect / Contain | SSH Guard | Temporary source block | Policy |
| Credential stuffing | Correlate / Contain | Identity Guard | Sekat sumber dan token | Ya |
| Password spraying | Detect / Correlate | Identity Guard | Kawalan kadar sementara | Policy |
| Penunjuk eksploitasi web | Detect / Correlate | Web App Guard | Dasar WAF dan bukti | Ya |
| Malicious file upload | Detect / Contain | Web App Guard | Calon kuarantin | Ya |
| Webshell behaviour | Correlate / Escalate | Process Guard | Asingkan proses dan pelihara bukti | Ya |
| Exposed database | Detect | Rangkaian Guard | Restrict exposed service | Ya |
| Exposed Redis | Detect | Rangkaian Guard | Restrict exposed service | Ya |
| Exposed environment file | Detect / Contain | File Guard | Sekat laluan dan putar rahsia | Ya |
| Penunjuk peningkatan keistimewaan | Correlate / Escalate | Process Guard | Tamatkan sesi diluluskan | Ya |
| Kegigihan cron mencurigakan | Detect / Contain | Process Guard | Lumpuhkan kerja dengan rollback | Ya |
| Malicious process | Correlate / Contain | Process Guard | Asingkan dengan kelulusan | Ya |
| Data exfiltration | Correlate / Escalate | Exfiltration Guard | Sekat laluan dan pelihara bukti | Ya |
| API abuse | Detect / Contain | API Guard | Hadkan kadar dan sekat token | Policy |
| Bot traffic | Detect / Contain | DDoS Warning | Cabaran or rate limit | Policy |
| Defacement | Detect / Correlate | File Guard | Pelihara, asingkan, pulihkan keadaan diluluskan | Ya |
| Tamat tempoh SSL | Observe / Detect | TLS Guard | Renewal workflow | Policy |
| Hanyutan konfigurasi | Detect | File Guard | Generate reviewed correction | Ya |
| Perubahan fail rantaian bekalan | Correlate / Escalate | File Guard | Kuarantin dan sahkan asal usul | Ya |
| Resource exhaustion | Detect / Correlate | Resource Guard | Hadkan beban kerja selepas klasifikasi | Policy |
Operasi Insiden
Evidence Before Tindakan
Example: abnormal DNS record change + certificate mismatch + admin login anomaly. Three independent signals raise keyakinan before escalation.
- 01Signal Detected
- 02Parse and Normalise
- 03Bandingkan Garis Dasar
- 04Correlate Events
- 05Calculate Keyakinan
- 06Klasifikasi Keterukan
- 07Pilih Dasar
- 08Kelulusan Gate
- 09Terhad Response
- 10Verify Result
- 11Rollback if Unsafe
- 12Preserve Evidence
- 13Laporan Insiden
- 14Update Keadaan Terpisah
DNS record changed+Sijil mismatch+Admin anomaly=ESKALASI KEYAKINAN TINGGI
Autonomi Terkawal
Empat Mod Operasi
Mod 1 ialah lalai. Mod operasi bergantung pada konfigurasi deployment dan kelulusan pemilik.
Observe
Pengumpulan baca-sahaja, bukti dan pelaporan. Tiada perubahan infrastruktur. Mod lalai.
DEFAULTRecommend
Jana pelan pemulihan tepat. Setiap tindakan memerlukan kelulusan pemilik.
Tindak Balas Terkawal
Kawalan berisiko rendah pra-kelulusan, sekatan tempoh pendek, log dipertingkat dan rollback automatik.
Managed Autonomi Defence
Skop terhad dikawal dasar, jejari letupan ditakrif, pengesahan, kawalan manusia dan henti kecemasan.
Agent Tadbir Urus
Securing the Keselamatan Ejen
The architecture is designed so untrusted log, webpage or external text cannot directly become an executable command. When deployed, agents can use least-privilege alatan, isolated execution, signed definitions, strict validation, prompt-injection filtering, memory isolation, command allowlists, simulation, short-lived credentials, vault integration, integrity-protected logs, rate limits, model fallback and an emergency kill switch.
Untrusted TelemetrySanitisationStructured Sedang parseAnalisis EjenDeterministic ValidationPolicy CheckKelulusan GateTerhad ExecutionResult Verification
Architectural Principle
Zero Trust dan Identiti
Zero Trust is not a single product. NeuralOps applies verify-explicitly, least-privilege and continuous-evaluation principles across assets, services, machines, agents and alatan.
Engineering Domains
Keselamatan Engineering Modul
Infrastruktur Defence
- Audit Pelayan Linux
- SSH Pengukuhan
- Firewall Keadaan
- Port Pendedahan
- Process Integrity
- Konfigurasi Perkhidmatan
- Semakan Keistimewaan
- Pengesanan Kegigihan
Rangkaian and DNS Defence
- DNS Integrity
- Resolver Perbandingan
- DNSSEC Visibility
- Traffic Garis Dasar
- DDoS Early Warning
- Connection Anomaly
- Outbound Rangkaian Pemantauan
Pertahanan Aplikasi
- Laman Web Keselamatan
- API Keselamatan
- Keselamatan CMS
- JavaScript Pendedahan
- Keselamatan Pengepala
- SSL/TLS
- File Integrity
- Secret Pendedahan Detection
Pertahanan Identiti
- Log Masuk Anomaly
- Pengesanan Serangan Kelayakan
- Pengesanan Pengguna Baharu
- SSH Kunci Pemantauan
- Penunjuk Peningkatan Keistimewaan
- Hanyutan Dasar Akses
Operasi Insiden
- Correlation
- Keterukan Pemarkahan
- Evidence Garis Masa
- Response Perancangan
- Aliran Kerja Kelulusan
- Containment
- Pengesahan Pemulihan
- Executive Reporting
Simulated Engineering Demonstration
Keselamatan Operasi Papan Pemuka
Antara muka ilustratif sahaja. Tiada telemetri pelanggan dipaparkan.
Overall Defence PostureSTABLEObserve mode · approval enforced · risk trend ↓
Protected assets12
Detached systems9
Insiden terbuka3
Kritikal signals0
MTTA4m 12s
MTTC18m 40s
Integriti dan Tekanan
Kelulusan and Containment
APR-019 Temporary API token restriction REVIEW
APR-020 Permintaan pengasingan proses REVIEW
ACT-031 Pembendungan had kadar terkini VERIFIED
RBK-006 Rollback tembok api disahkan SAFE
Keadaan Terpisah Enjin
Independently Stateful Defence
Unchanged areas do not require full rescanning. Kritikal signals trigger immediate re-evaluation. Deterministic checks remain active without continuous LLM usage; AI is invoked for context, ambiguity or cross-signal reasoning. Production state updates should be signed or integrity-protected, with corrupted state configured to fail safely.
dns_integrity_statetraffic_baseline_stateddos_pressure_statessh_auth_statefirewall_policy_stateprocess_integrity_statefile_integrity_stateoutbound_connection_statecms_security_stateapi_behaviour_statecertificate_stateincident_correlation_stateresponse_approval_statecontainment_staterollback_stateevidence_timeline_statePelaksanaan Model
Keselamatan Controls Where They Are Needed
Keupayaan depend on available permissions, infrastructure, telemetry and network position.
Lightweight VPS Pelaksanaan
Tempatan detached guards, read-only collectors, low-resource operation and remote reporting.
Peribadi Server Pelaksanaan
Pelanggan-controlled infrastructure, private agen gateway, VPN or allowlisted access and local evidence.
Hybrid Keselamatan Pelaksanaan
Tempatan deterministic guards, central AI analysis, encrypted telemetry and customer-controlled approvals.
Integrasi SOC
SIEM forwarding, webhooks, tickets, Integrasi API, incident escalation and evidence export.
Bukti dan Pelaporan
Laporan Insiden Pratonton
Laporan preserve provenance, keyakinan, limitations and approval state while redacting secrets.
Sensitive value detected value redacted.
- Timestamp
- 2026-08-02 02:18 UTC
- Affected assets
- dns-primary · web-origin-02
- Sumber pengesanan
- Parser DNS · pengawal TLS · parser identiti
- Correlated signals
- Hanyutan DNS · ketidakpadanan TLS · anomali admin
- Keyakinan
- 0.91 · independently verified
- Keterukan
- High
- Suspected category
- Akaun compromise / DNS change
- MITRE ATT&CK
- Dipetakan di mana bukti menyokong
- Evidence ringkasan
- Tiga isyarat selaras masa dipelihara dengan hash
- Actions performed
- Bukti dipelihara; pemantauan dipertingkat
- Awaiting approval
- Sekat perubahan DNS; batalkan sesi
- Rollback
- Garis Dasar available · not executed
- Pengesahan pemulihan
- Pending authorised containment
- Disyorkan next steps
- Sahkan sesi pendaftar dan putar kelayakan
- Limitations
- Telemetri pendaftar tidak disambungkan
Keselamatan and Tadbir Urus
Terhad oleh Reka Bentuk
Direka untuk meminimumkan risiko operasi melalui kebenaran terhad, kawalan dasar, pengesahan dan rollback.
Baca-sahaja secara lalaiLeast privilegeNo unrestricted shellTiada ujian eksploitasi atau brute-forceNo automatic destructive changesNo hidden remediationRahsia redactedEvidence preservedTindakan simulation before executionExplicit blast-radius limitsManusia approvalSokongan rollbackIntegrity-protected action logEmergency stopPelaksanaan-specific retention
Penafian Profesional
A Complementary Cybersecurity Engineering Layer
NeuralOps Autonomi Cyber Defence does not guarantee prevention of every attack and does not replace certified cybersecurity professionals, penetration testing, digital forensics, incident response specialists, regulatory assessments, enterprise endpoint security, upstream protection, CDN or traffic-scrubbing services.
Perlindungan effectiveness depends on deployment architecture, granted permissions, telemetry availability, response policy, network location, upstream provider capabilities, asset configuration and human review.
For suspected compromise, regulated systems, payment infrastructure, personal data platforms or critical infrastructure, engage qualified cybersecurity professionals.
Design a Controlled Pelaksanaan
