Runtime AI security insights

Automated traffic now accounts for roughly half of everything that hits the web, and a large share of it is hostile. The Imperva/Thales Bad Bot Report has tracked bad bots climbing past a third of all internet traffic, fueling credential stuffing, content scraping, carding, and inventory hoarding at a scale no human operation could match. […]

When you ship an iOS app, you hand a copy of your compiled Swift binary to everyone who installs it. They can pull it out of the device, run it through a decompiler, attach a debugger, and watch what it does on a jailbroken phone. iOS app security is the work of making that binary […]

Most NoSQL injection guides stop at the same recommendation: validate your inputs, use mongo-sanitize, parameterize your queries. All good advice. None of it explains what to do when those layers fail. Because they will fail. A new dependency ships with a bypass. A legacy endpoint never got the type check. A teammate adds a new […]

Most teams deploy a WAF, enable the default ruleset, and consider the job done. Then three months later they’re drowning in false positives, blocking legitimate users, or discovering that a real attack slipped through because the attacker used URL encoding the rule didn’t account for. Web application firewall rules are not a set-and-forget configuration. They […]

Every week, security teams investigate breaches in cloud environments that had all the expected controls in place: posture management, workload monitoring, a perimeter firewall. The attacker still got through, executed a SQL injection, and exfiltrated data from a production database. The post-mortem conclusion is always the same: those tools were protecting the infrastructure, not the […]

Most organizations running web applications have two security layers in place: a network firewall at the perimeter, and a web application firewall in front of the app. On paper, the coverage looks solid. The network firewall handles unauthorized traffic at the network level. The WAF filters malicious HTTP requests before they reach the server. And […]

Most guides on mobile app security best practices read like a pile of disconnected tips: encrypt data, use 2FA, keep dependencies updated. The problem with flat lists is that they tell you what to do but not where each control belongs. Is certificate pinning something you configure at build time, enforce at runtime, or handle […]

When you ship a mobile app, you’re distributing a binary to millions of devices you don’t control. Each one is a potential analysis target. Android APKs decompile in under five minutes with JADX. iOS IPA files are harder to work with, but Hopper Disassembler and Frida don’t care about your release build settings. Most “mobile […]

Jailbreak and root detection is one of those topics that every mobile developer encounters eventually, but few truly understand in depth. You build your app, implement authentication, encrypt your data, and then someone installs it on a jailbroken iPhone or rooted Android device where none of those protections work as intended. The problem is straightforward: […]