Zero False Positives: AI and Sensor Fusion in Drone Detection: A Strategic Briefing for Security Decision-Makers
Language: English
Published by Independently published, 2026
- Softcover
- New
Seller: California Books, Miami, FL, U.S.A.California Books
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- Title
- Zero False Positives: AI and Sensor Fusion in Drone Detection: A Strategic Briefing for Security Decision-Makers
- Author
- Koller, Andreas
- Publisher
- Independently published
- Publication year
- 2026
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 13
- 9798176969184
At 02:17 on a clear autumn night, a modified commercial quadcopter slipped past a multimillion-euro radar system at a European substation. The radar didn't fail. It performed exactly as configured — for a threat that no longer exists.
This scenario is no longer hypothetical. Across critical infrastructure, legacy single-sensor detection systems are mismatched to the modern drone threat: FPV platforms, coordinated swarms, and stealth-by-design drones that fly below the altitude floors and velocity gates legacy radars were calibrated to filter.
Zero False Positives is a strategic briefing for CSOs, critical infrastructure operators, and board members who need to move beyond single-sensor systems toward integrated, AI-enabled detection architecture.
WHAT YOU'LL LEARN:
- Why single-sensor systems (radar, RF, acoustic, or EO/IR alone) are structurally blind to the modern drone threat
- How sensor fusion converts four partial views into one decision-grade answer
- Why AI classification makes fusion usable at machine speed without surrendering human judgment
- How to build a CFO-approved business case (personnel offsets, business-interruption avoidance, insurance impact)
- The legal and compliance foundations that keep your architecture defensible (GDPR, EU AI Act, CER Directive)
- How to orchestrate AI agents and human operators as a coordinated team
SEVEN CASE STUDIES:
- Nordholm Grid AG (energy): Fusion beats recalibration
- Regional Stadium (sports): Why a second radar doesn't close a classification gap
- Regional Airport (aviation): From four correct, isolated sensors to one usable decision
- LNG Import Terminal (critical infrastructure): Pre-built decision rights turn a 60-second scramble into a 14-second call
- Data Center (digital infrastructure): Business cases must be cost comparisons, not risk descriptions
- Correctional Facility (public sector): The right technology can fail on the wrong rollout
- Seaport Terminal (maritime): Technical functionality does not equal legal compliance
PRACTICAL FRAMEWORKS:
- The Four Pillars of Detection (radar, RF, acoustic, EO/IR)
- The Three-Tier Confidence Model (auto-clear, escalate, or human review)
- The AI Acceptance Checklist (test before purchase, repeat after every model update)
- The Autonomy Ladder (how much may an AI agent do on its own?)
- The Four-Cost-Category Business Case (what finance committees will actually approve)
- The Five-Part Implementation Blueprint (sequence a rollout that survives real-world contact)
- The Three Foundations of Compliance (procurement, data protection, legal authority)
TARGET AUDIENCE:
- Chief Security Officers and directors at critical infrastructure sites
- Board members and finance committees evaluating counter-UAS budgets
- Security transformation executives and consultants
- Procurement and compliance teams managing detection architecture
This is a decision-ready briefing built on sensor physics, alert fatigue economics, AI governance, and European regulatory reality, with principles that transfer globally.
The title is not a literal promise. No detection system can deliver a literal zero. But this book shows you how to build an architecture in which the false positives that inevitably occur no longer cost your operators' trust, your security team's capacity, or your ability to see the one incursion that matters.
That is the standard this book sets, and the standard you are now equipped to meet.
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