Practical guides, research, and field notes from the Arxiis red team — written for security leaders, not just engineers.
You test once a year and call it covered. The attacker doesn't work to your audit calendar. Most regulated enterprises run an annual VAPT — and either way, the calendar creates a known, predictable gap that attackers are trained to exploit.
That 194-day figure is dwell time: the interval between an attacker first getting in and anyone noticing. It is not passive waiting — it's a methodical kill chain, and every step is designed to stay quiet.
If more than half of intrusions begin with a legitimate login, a hardened perimeter is solving for the wrong threat. The credential is the new exploit — and most defences aren't built for it.
Breach detection time is the quiet number that decides how much a breach costs you. Attackers move fast. Most teams see them slowly. Your last pentest does not close that gap.
The 2026 shift from scripts you babysit to AI that reasons, chains steps, and finishes the attack on its own. What agentic red teaming means in practice.
Penetration test, red team, or continuous security validation? A plain guide to the three testing types and when each one is worth the money.
Regulators want proof you fixed and re-tested, not a single dated report. What banks and NBFCs must show under the updated RBI framework now.
The 6-hour rule, 180-day logs, empanelled auditors, and how to stay audit-ready every day of the year. A plain CERT-In VAPT checklist for 2026.
Most footer badges are static images that prove nothing. A verifiable security badge is live, clickable, and re-earned continuously. What a real trust mark looks like.
Forgotten subdomains, shadow APIs, cloud configs, and third-party integrations rarely get tested. That is exactly where attackers look first.
The cybersecurity skills gap sits at 4.8 million open roles and is not closing. Why leverage, not headcount, is the only sustainable fix.
92% of security professionals are worried about AI agents, but only 37% have a policy. The real risk — and how to test agents the way attackers will.
In most security testing, your sensitive data leaves the building. Data sovereignty testing keeps everything on-premise, so your data never leaves your environment.
AI attackers don't follow playbooks — they reason, adapt, and chain exploits autonomously. Here's the anatomy of an agentic attack and why your current defences weren't built for it.
Attacker breakout time is 29 minutes and access changes hands in 22 seconds, yet breaches take 247 days to find. Why annual testing cannot close that gap.
78% of critical cloud findings are misconfigurations, not zero-days. The attack surface is not your code — it is your configuration.
Section 8(5) does not ask whether you have a policy — it asks whether you have evidence. The 18-month enforcement clock is ticking.
"Our vendor manages that" is the most expensive sentence in Indian financial security. RBI 2024 MD Clause 4.7 makes it your problem regardless.
495 malicious AI models. 969 weaponised agent skills. A 451% surge in poisoned packages. A model checkpoint is an executable — not a static asset.
Most comparisons miss what Indian CISOs actually care about: native RBI output, data sovereignty, and economics that work in INR. A fair breakdown across 10 criteria.
5 stages, 5 hours, a full RBI-mapped report. Here's exactly what our agents do — minute by minute — from scope activation to deliverable package.
Your firewall can't stop an agent that's been convinced to misbehave. Goal manipulation, tool misuse, memory poisoning — and how to test for all ten risks.
SEBI CSCRF mandates tiered VAPT, event-triggered testing, SOC operations, and red team exercises. Most regulated entities are still misreading the fine print.
RBI's 2026 Zero Trust mandate is live for Indian banks. Implementation is not validation. Here is the critical gap Indian BFSI is ignoring and what real ZTA red teaming looks like.
PCI DSS, RBI, SEBI CSCRF and DORA all pair a testing calendar with an "after any change" trigger. What each really requires in 2026, and why continuous wins.
Vulnerability exploitation is now the top way breaches start, at 31 percent. The six web app attack vectors that matter most, mapped to OWASP Top 10:2025.
A practical guide to AI red teaming in 2026. What OWASP's Agentic Top 10 covers, what prompt injection costs, and the six tests to run on your own agents.
An autonomous kill chain runs recon, enrich, exploit, chain and report with no human driving. What each stage does, and why chaining changes the risk math entirely.
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