Threats & Exploits

What adversaries do to you.

Answers the question: “What are the bad things that can happen to me?”

Analysis | Credible Threats | Device Hardening | Spyware | Surveillance Evasion | Threats & Exploits | Tools & Defenses

How Spyware Operators Like NSO Win and How to Defend Yourself
ByPrivacyStan September 8, 2025September 9, 2025

How Spyware Operators Like NSO Group Win(and How to Defend Yourself) Spyware operators like NSO Group, creators of Pegasus, are not hackers chasing credit card numbers or random victims. They act with precision, patience, and state-level resources. Their success does not come from being more intelligent than engineers at Apple or Google but from playing…

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Adtech | ALPR | Analysis | Identity Data | License Plate | Location Privacy | Location Tracking | Threats & Exploits | Tracking | Vehicle Privacy

ALPR vs. GPS: Why License Plate Tracking Is Surging
ByPrivacyStan September 8, 2025September 8, 2025

ALPR vs. GPS: Why License Plate Tracking Is Surging Law enforcement has always had ways to follow you. Phones broadcast your location through GPS, cell towers, and Wi-Fi beacons. That data is rich, precise. And often locked behind warrants, subpoenas, or private data broker paywalls. Automatic License Plate Recognition (ALPR) is different. Cameras mounted on…

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Analysis | Deepfake | Identity Data | Identity Theft | Threats & Exploits

Why Deepfakes Are Harder to Stop Than We Admit
ByPrivacyStan September 4, 2025September 17, 2025

I mapped dozens of proposed solutions to deepfakes. The result was sobering:No silver bullets. Only tradeoffs. The conversation around deepfakes is full of quick fixes. New watermarking schemes, tighter laws, platform promises.None hold up under pressure. After reviewing countermeasures across technical, legal, policy, and human domains, the pattern is clear: every solution is partial, fragile,…

Read More Why Deepfakes Are Harder to Stop Than We Admit
Adtech | Deepfake | Social Engineering | Tactical Privacy | Threats & Exploits | Tools & Defenses

Ghost in the Pixels: How Hidden Image Payloads Target AI Users
ByPrivacyStan September 3, 2025September 3, 2025

Ghost in the Pixels: How Hidden Image Payloads Target AI Users Recent research from Trail of Bits shows how attackers can hide instructions inside images – – instructions that only reveal themselves once processed by AI systems. This has been demonstrated to work against platforms like Gemini, Vertex AI, and Google Assistant. Nothing theoretical here….

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Adtech | Commercial Surveillance | Data Brokers | Data Wipe | Digital Footprint | Tactical Privacy | Threats & Exploits

Politi-Spam: Apple, Gmail, and the Data Broker Machine
ByPrivacyStan September 3, 2025September 17, 2025

Politi-Spam: Apple, Gmail, and the Data Broker Machine Your phone shouldn’t be a campaign donation funnel. Apple just agreed. In June, Apple announced a new “Unknown Senders” folder in iMessage. Texts from unknown numbers (including political fundraisers) no longer light up your lock screen. They slip quietly into a side folder. Still delivered. Still readable….

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Credible Threats | Data Breach | Data Wipe | Device Hardening | Digital Footprint | Threats & Exploits | Tools & Defenses

Lock Down Browsers. Wipe Employee Footprints. Win Breach Wars.
ByPrivacyStan September 2, 2025September 4, 2025

Lock Down Browsers. Wipe Employee Footprints. Win Breach Wars. Over 80% of security incidents now start in the browser. Chrome. Edge. Firefox. Even Safari. They’re not just productivity tools anymore. They’ve become the primary attack surface. Groups like Scattered Spider have figured this out. Instead of smashing endpoints with malware, they slip in through the…

Read More Lock Down Browsers. Wipe Employee Footprints. Win Breach Wars.
ALPR | Assets & Identity | Commercial Surveillance | License Plate | Location Tracking | Tracking | Vehicle Privacy | White Paper

A Day in the Life of Your License Plate
ByPrivacyStan July 28, 2025September 19, 2025

How ALPR Systems Quietly Track You Everywhere Your License plate is talking more than a drunk uncle at Thanksgiving. Automatic License Plate Recognition (ALPR) technology is now embedded across public streets, private neighborhoods, and commercial parking lots. These systems capture, tag, and upload your movements in real time. Some of this data supports law enforcement….

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ALPR | Commercial Surveillance | License Plate | Location Privacy | Tracking | Vehicle Privacy

Your License Plate is Talking… Who’s Listening?
ByPrivacyStan July 26, 2025October 16, 2025

Your plates used to talk to the DMV and the occasional traffic cop. In 2025? They’re snitching to data brokers, repo firms and anyone with a $200 camera and a grudge. The tools are cheap, the data is for sale, and the surveillance never sleeps. Today, Automatic License Plate Recognition (ALPR) technology is everywhere. It’s…

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Assets & Identity | Commercial Surveillance | Consent Theater | Data Aggregation | Data Brokers | Digital Footprint | Public Data | Threats & Exploits

How Data Brokers Destroyed Functional Privacy
ByPrivacyStan July 22, 2025September 2, 2025

There was a time, not so long ago, when we had something called functional privacy. Not perfect privacy. Not encryption. Not invisibility. Just a simple, practical buffer between our lives and the public record. Yes, much of our personal data was technically public. But accessing it required time, effort, and intent. You had to show…

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Threats & Exploits

Are Human Therapists Causing Suicides? No. (And perhaps AI therapists are not either.)
ByPrivacyStan July 22, 2025September 2, 2025

About 12,000 people die by suicide each year while actively in therapy with a licensed professional. [Psych Today] Nobody blames those deaths directly on the therapist because we recognize correlation isn’t causation. Yet when a suicide follows an interaction with an AI therapy bot, the headline jumps straight to blame. That’s a double standard. Reality…

Read More Are Human Therapists Causing Suicides? No. (And perhaps AI therapists are not either.)