SHADOWFIREWALL
Adaptive Defense Architect
Professional Profile
ShadowFirewall creates behavioral firewalls based on hostile-pattern models. Background in AI and embedded systems, designs reactive defenses that learn from traffic.
Key Skills
Adaptive firewalls; Hostile-behavior modeling; Anomaly detection; Micro-segmentation; OT/SCADA security
Major Achievements
Designed the first behavioral firewall of a European smart factory.
Articles by SHADOWFIREWALL
Personal Logins, Corporate Risk: The AI Blind Spot Hiding in Plain Sight
A new vendor report puts a hard number on a familiar security problem: enterprise AI use is increasingly happening through personal identities, outside normal controls.
When a Real Microsoft Login Becomes the Trap Door
A phishing kit tied to Kali365 is abusing Microsoft’s device-code sign-in path, showing how legitimate authentication can be twisted into a cloud access problem.
When 91% of Production Access Is Not Human, the Real Security Problem Becomes Visibility
ClearVector’s latest report puts a sharp number on a familiar cloud problem: organizations may know how many identities they have, but still struggle to tell which ones are software, who owns them, and whether their access still belongs.
When a Legitimate Microsoft Login Becomes the Attack
A reported campaign tied to Kali365 shows how Microsoft device login can be twisted into an OAuth token grab, turning an ordinary sign-in step into a cloud security problem for targeted U.S. firms.
Inside the Cloud Back Door: Why Access to Biotech Data Matters Even Before Theft Is Proven
A cloud-side incident involving patient information and proprietary data shows how third-party access paths can become the most sensitive part of a company’s security stack.
When Security Noise Became a Risk Map Inside a Federal Credit Union
A U.S. financial cooperative turned to AI-assisted exposure management to stitch together fragmented security data and decide which vulnerabilities actually mattered.
When AWS Data Blinks Public for Minutes, the Exposure Can Outlast the Mistake
Brief misconfigurations in snapshots, machine images, and SSM documents can turn a routine cloud task into a fast-moving exposure window with real data-hygiene consequences.
The Quiet Front Line: Why Identity Posture Is Now a Breach Boundary
As vulnerabilities, stolen credentials, and identity abuse converge, ISPM is emerging as a practical way to shrink the attack paths that patching alone cannot close.
When Identity Becomes a Signal Stack: The New Battle Over Digital Trust
A risk-based onboarding model is pushing identity checks beyond documents, using email, phone, IP, and device context to decide when trust should rise or fall.
The Hidden Identity Layer AI Is Quietly Filling With Risk
As AI adoption accelerates, the weakest link is often not the model itself but the machine identities that let it act inside cloud and SaaS systems.
Helpdesk Impersonation in Teams Becomes a Quiet Entry Point for Malware
A Microsoft Teams impersonation campaign has been linked to a custom Go-based backdoor, with a possible ransomware connection still unconfirmed.
VPNs Are Still Encrypting Traffic - But They May Be Handing Out Too Much Trust
The real security fight is shifting from the tunnel itself to what happens after login: who is trusted, which device is trusted, and how much of the network is reachable.
Hotel Wi-Fi Turns into a Cloud Identity Snare
ReliaQuest-linked findings point to compromised hospitality gateways being used against Microsoft 365 sign-ins, showing how network control can become an identity attack surface.
The Missing Clauses That Can Reprice a Deal
When a scale-up depends on external analytics, unclear rights to data and model artifacts can turn diligence into a security and valuation problem.
Why a $20M Identity Bet Says More About Access Chaos Than AI Hype
A new funding round for Way Security points to a simple but stubborn problem in enterprise security: IAM is still hard to run, and investors are betting that AI can help without weakening control.
Azure Automation’s Quiet Default That Could Have Collapsed Tenant Boundaries
Microsoft corrected a public-by-default configuration and code flaws in a cloud automation service that may have created a cross-tenant identity risk, without any confirmed exploitation in the available material.
The Quiet Wi-Fi Trap Turning Travel Logins Into Identity Theft
A compromise at the hotel or conference network edge can steer Microsoft 365 sign-ins off course, showing how DNS tampering can become an identity attack without phishing or malware.
The VPN Question Is Really About Trust: Why 2026 Access Control Looks Different
A 2026 comparison of VPN and Zero Trust lands in a familiar but sharper debate: whether remote access should open a tunnel, or enforce policy at every step.
The New Fraud Frontier Is Not a Person - It Is the Machine Behind the Person
Synthetic identity fraud is moving from human impersonation into machine identities, where fake trust can be harder to spot and slower to unwind.
When the Inbox Becomes the Incident: Exchange Online’s Quarantine Glitch
Microsoft is working to resolve an Exchange Online issue that is mistakenly quarantining customer mailboxes, a reminder that cloud email controls can fail without any attacker in sight.