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A New Reality for Modern Policing
Cybercrime has quietly become part of almost every investigation. A fraud case may involve cryptocurrency. A domestic dispute may contain evidence from cloud accounts and smartphones. A ransomware incident can shut down a public agency. Even something as ordinary as police body-camera footage can become an unexpected vehicle for malware.
The problem is not simply that criminals have better technology. The deeper problem is that many law enforcement agencies were designed around a physical world while evidence, crime, communication, and increasingly even criminal activity itself have moved online.
For officers on the front line, this creates an uncomfortable reality: the first person to touch digital evidence may not be a cyber specialist. It may be the patrol officer who arrives at the scene.
That officer does not necessarily need to become a cybersecurity engineer. But they need enough knowledge to recognize digital evidence, preserve it correctly, avoid accidentally destroying volatile information, identify obvious warning signs, and understand when a specialist should be called.
The original article highlights this growing challenge through the experiences of cybersecurity and law enforcement experts, including Justin Miller, Cynthia Kaiser, and Cooper A. Maher. Their central message is straightforward: money and institutional focus are two of the biggest obstacles preventing law enforcement from developing the cyber skills it increasingly needs.
The Body-Camera Incident That Reveals a Bigger Problem
One of the most revealing examples involves a Texas law enforcement system where malware was hidden inside body-camera footage.
The department had invested in body cameras expecting the major challenge to be storage. Instead, the technology created another attack surface.
Footage was uploaded to departmental servers and subsequently shared with county officials, prosecutors, and defense attorneys. Every additional transfer expanded the number of systems and people exposed to potentially compromised material.
This is an important lesson because the technology itself was not necessarily the problem.
The problem was the assumption that digital evidence is simply data that can be collected, stored, and forwarded like a physical file.
Digital evidence can contain malicious code. It can carry metadata. It can interact with networks. It can be copied across multiple environments. It can also be manipulated without leaving the obvious physical signs investigators are accustomed to seeing.
The Hidden Cost of Digital Transformation
Law enforcement agencies are increasingly purchasing connected cameras, cloud platforms, evidence-management systems, mobile devices, automated license-plate readers, drones, and other digital tools.
Every one of these technologies can improve policing.
Every one can also create another security responsibility.
A department may budget for the camera itself but underestimate the costs of secure storage, authentication, access control, software updates, network segmentation, monitoring, forensic tools, employee training, and incident response.
That creates a dangerous gap between buying cybersecurity technology and actually operating technology securely.
Every Investigation Can Have a Cyber Component
Justin Miller, an associate professor of practice of cyber studies at the University of Tulsa and former senior special agent with the U.S. Secret Service, argues that virtually every investigation now has some form of cyber component.
That does not mean every officer needs advanced penetration-testing skills.
It means officers need a baseline understanding of how digital evidence behaves.
A robbery investigation could involve smartphone location data.
A fraud investigation could involve email accounts.
A missing-person investigation could depend on cloud services.
A domestic violence investigation could involve threatening messages, GPS records, social-media accounts, or smart-home devices.
A ransomware investigation could require understanding how a compromised computer was connected to the wider network.
The digital layer is no longer an optional specialty.
The First Responder Problem
Traditional policing often involved a relatively straightforward evidence chain.
An officer arrived, secured a location, documented what was visible, collected physical evidence, and passed the case to detectives or specialists.
Digital evidence complicates that model.
A computer that appears to be harmless may contain volatile information in RAM.
A phone may be encrypted.
A connected device may continue communicating with a remote server.
A cloud account may change while investigators are waiting.
A malicious program may remain active.
An officer who shuts down a system without understanding the consequences could unintentionally destroy valuable evidence.
That is why basic cyber training matters so much.
Training Officers to Preserve Evidence
The National Computer Forensics Institute has provided training to state and local law enforcement, prosecutors, and judges.
One area of training involves the correct handling of digital devices.
Officers may learn how to use signal-blocking Faraday bags to prevent wireless communication and how to preserve volatile evidence before a computer is powered down.
The objective is not to turn every patrol officer into a forensic examiner.
The objective is to prevent the first responder from accidentally damaging the investigation.
That distinction is critical.
Fear Can Become a Cybersecurity Problem
Miller points to another issue that is often overlooked: officers may hesitate to interact with technology because they are afraid of making a mistake.
That fear is understandable.
Digital evidence can be complicated, and an officer may worry that touching the wrong device could compromise the case.
Basic training can reduce that uncertainty.
When officers understand the fundamentals, they can make informed decisions about what to preserve, what not to touch, and when to escalate the situation to a specialist.
Confidence does not replace expertise.
But it can prevent avoidable mistakes.
The Financial Problem Is Bigger Than Training Classes
The cost of cyber readiness does not end when an officer completes a course.
A department needs hardware.
It needs secure storage.
It needs forensic software.
It needs updated computers.
It needs evidence-management infrastructure.
It needs replacement equipment.
It needs secure networks.
It needs staff who understand how to operate those systems.
Even seemingly inexpensive equipment can become part of a growing operational budget.
Faraday bags, for example, may cost significant amounts depending on their design and intended use.
Multiply those expenses across hundreds or thousands of officers and the challenge becomes obvious.
The Five-Year Problem
Cybersecurity investments also have a habit of becoming more expensive over time.
An agency may receive funding to launch a cyber program and purchase equipment.
Five years later, that equipment may need replacement.
Software licenses may expire.
Storage requirements may have multiplied.
Operating systems may become obsolete.
New attack techniques may make old procedures ineffective.
Personnel may leave.
Training may become outdated.
The initial investment is therefore only the beginning.
This creates what could be called the cybersecurity sustainability problem: agencies can sometimes afford to start a program, but struggle to maintain it.
Money Is Only Half the Equation
Cynthia Kaiser, senior vice president of
A department can have funding available and still fail to make cyber training a priority.
Law enforcement leaders face competing demands every day.
Violent crime requires attention.
Emergency response requires resources.
Staff shortages consume budgets.
Traditional investigations continue.
Political pressure changes priorities.
Cybercrime can therefore become something everyone recognizes as important but nobody treats as urgent.
That is a dangerous position to occupy.
The FBI Cannot Handle Everything Alone
One of the biggest structural problems is the tendency for local agencies to defer cybercrime cases to federal authorities when they lack technical capabilities.
That approach may have made more sense when cybercrime was less widespread.
Today, the volume is enormous.
The Internet Crime Complaint Center receives thousands of complaints or tips each day.
The FBI and other federal agencies cannot personally investigate every digital fraud incident affecting every community.
If local departments lack basic cyber capabilities, victims can end up trapped between two levels of law enforcement.
The local department may lack expertise.
The federal agency may lack capacity.
The criminal gets another advantage.
Local Police Can Become a Force Multiplier
This is why the solution does not necessarily require turning every police department into a cybercrime unit.
Instead, local officers can become a force multiplier.
If a patrol officer understands how to preserve a phone, recognize a phishing-related fraud pattern, identify suspicious digital activity, document online harassment, and properly secure electronic evidence, specialized investigators can start with better information.
That saves time.
It reduces evidence contamination.
It improves case referrals.
And it allows specialized cyber teams to concentrate on investigations that truly require advanced expertise.
Cybercrime Is No Longer One Type of Crime
Another problem is the changing nature of online crime.
Cybercrime training historically emphasized areas such as online crimes against children, computer intrusion, and traditional digital forensics.
Those areas remain important.
But the threat landscape has expanded dramatically.
Officers increasingly encounter ransomware, cryptocurrency scams, business email compromise, identity theft, impersonation, romance scams, investment fraud, pig-butchering schemes, cyberstalking, account takeovers, and digitally enabled extortion.
Each category creates different investigative requirements.
The Rise of Social Engineering
Some of the most damaging online crimes do not involve sophisticated malware.
Instead, criminals manipulate people.
A victim may receive a convincing message from someone pretending to be a bank employee.
Another may be convinced that a romantic partner needs money.
A business employee may receive a fraudulent invoice.
A victim may be persuaded to install remote-access software.
These crimes can look surprisingly ordinary when reported to police.
Without cyber awareness, investigators may underestimate the digital evidence surrounding the case.
Pig-Butchering Changes the Scale
Investment and romance scams have become particularly difficult because they combine psychological manipulation, digital communications, cryptocurrency, fake websites, shell companies, and international networks.
The victim may have interacted with the criminal for weeks or months.
Evidence may be spread across messaging platforms, exchanges, wallets, email accounts, websites, bank transactions, and social networks.
A traditional investigative mindset is not enough.
Investigators need to understand how those digital traces connect.
Cyberstalking Is Also Cybercrime
Cyberstalking demonstrates why cyber training needs to reach ordinary officers.
A victim may report dozens of messages, fake accounts, location tracking, impersonation, or unauthorized access to accounts.
The behavior may appear fragmented.
One message alone may seem insignificant.
But when investigators understand the digital context, seemingly unrelated events can reveal a persistent pattern.
The evidence may exist across multiple platforms.
The challenge is knowing what to preserve and how to preserve it.
The Training Gap Begins at the Academy
Cooper A. Maher, an assistant professor at Michigan State University’s School of Criminal Justice, argues that law enforcement academies represent one of the strongest opportunities to address the problem.
Academy training occurs before officers begin their careers.
That makes it a natural place to establish baseline cyber competencies.
Instead of treating cybersecurity as an advanced specialization reserved for detectives, agencies could introduce digital evidence handling as a fundamental policing skill.
The same way officers learn basic procedures for physical evidence, they can learn basic procedures for digital evidence.
Training Cannot End With Graduation
However, academy training alone will not solve the problem.
Cybercrime changes too quickly.
A technique taught several years ago may no longer reflect current criminal behavior.
Cloud platforms evolve.
Encryption changes.
Criminal groups adopt new communication channels.
Artificial intelligence creates new opportunities for fraud and impersonation.
Ransomware operations change their infrastructure.
Deepfake technology becomes more convincing.
Training must therefore become continuous.
The goal should be a culture of ongoing cyber education rather than a single mandatory course.
What Undercode Say: The Real Cybersecurity Problem Is Institutional
The Threat Is Already Inside Normal Police Work
The most important lesson from this discussion is that cybercrime is no longer a specialized corner of law enforcement.
It is becoming embedded in normal investigations.
Technology Purchases Create Security Responsibilities
Buying body cameras, cloud systems, or digital evidence platforms without planning for cybersecurity creates hidden liabilities.
Cybersecurity Must Be Budgeted as Infrastructure
Training should not depend entirely on temporary grants.
Departments need recurring budgets for cyber operations.
Local Agencies Are the First Digital Firewall
Local officers are often closest to victims and evidence.
Improving their capabilities can reduce pressure on federal agencies.
Basic Knowledge Has Enormous Value
Not every officer needs advanced forensic skills.
Knowing what not to do can be just as valuable as knowing what to do.
Evidence Can Be Destroyed Accidentally
Turning off a computer, opening a file, connecting a device, or allowing wireless communication can alter evidence.
That is why first-response procedures matter.
Cybersecurity Is Also an Evidence Problem
A compromised evidence-management system can undermine an investigation beyond the original crime.
Digital Evidence Requires Chain-of-Custody Discipline
Investigators must understand who accessed evidence, when it was accessed, how it was transferred, and whether it was altered.
Storage Is Becoming a Security Issue
Modern police departments generate enormous volumes of video and digital records.
More data means more opportunities for compromise.
Cloud Systems Change the Risk Model
Evidence stored in cloud environments requires identity controls, access policies, logging, encryption, and vendor oversight.
Third-Party Systems Matter
A police department may secure its own network while remaining exposed through an external platform.
Cyber Training Should Include Procurement
Departments need personnel who can ask security questions before buying technology.
Cheap Technology Can Become Expensive
A low-cost platform can become financially damaging if it creates recurring security or compliance problems.
Grants Cannot Be the Entire Strategy
Temporary funding may launch a program but cannot guarantee long-term sustainability.
Leadership Determines Priorities
Cybersecurity rarely improves consistently without support from department leadership.
Cybercrime Needs Political Attention
Budgets follow priorities.
If cybercrime is treated as secondary, cyber capabilities will remain secondary.
Federal Agencies Cannot Scale Infinitely
The volume of cybercrime makes it impossible for federal authorities to become the default investigative department for every local incident.
Local Training Creates a Force Multiplier
Thousands of officers with basic cyber knowledge can collectively make a significant difference.
Cyber Specialists Should Handle Advanced Cases
Specialized teams should focus on sophisticated intrusions and complex investigations rather than correcting basic evidence-handling mistakes.
Front-Line Officers Need Practical Training
Training should focus on realistic situations officers actually encounter.
Theory Alone Is Not Enough
Officers should practice evidence preservation and incident-response scenarios.
Cyber Training Should Be Scenario-Based
A simulated ransomware case can teach more than a long theoretical lecture.
Fraud Investigation Needs Digital Skills
Modern fraud often leaves evidence across email, banking platforms, messaging services, cryptocurrency exchanges, and websites.
Social Engineering Must Be Understood
Investigators need to recognize how criminals manipulate victims.
Cyberstalking Requires Pattern Recognition
Digital harassment often becomes meaningful only when individual incidents are connected.
Artificial Intelligence Will Increase Complexity
AI-generated messages, images, voices, and videos will make impersonation investigations harder.
Deepfakes Will Create New Evidence Challenges
Officers may increasingly need to determine whether digital media is authentic.
Encryption Will Remain a Major Challenge
Investigators need to understand what can realistically be recovered and what requires specialist assistance.
Mobile Devices Are Digital Crime Scenes
Phones can contain communications, locations, photos, authentication tokens, and other sensitive evidence.
IoT Devices Expand the Evidence Field
Vehicles, watches, cameras, home assistants, and other connected devices can all become relevant.
Digital Evidence Is Becoming More Volatile
Some information can disappear quickly.
That makes rapid and correct first response increasingly important.
Cybersecurity Should Be Taught Before the First Case
Waiting until an officer encounters a cybercrime is too late.
Continuing Education Is Essential
A one-time cyber course cannot prepare an officer for a threat environment that changes every year.
Law Enforcement Needs Cyber Culture
Cybersecurity should become part of everyday policing rather than a separate specialty nobody thinks about until something goes wrong.
The Goal Is Not to Create Thousands of Hackers
The goal is to create thousands of officers who understand basic digital evidence.
Small Improvements Can Produce Large Results
Preserving one piece of evidence correctly can make the difference between a dead-end investigation and a successful prosecution.
Cybersecurity Protects More Than Systems
It protects investigations, victims, evidence, public trust, and the credibility of law enforcement.
The Biggest Investment May Be Human
Technology can provide tools.
Only trained people know when and how to use them.
The Bottom Line
The cybersecurity gap in law enforcement is not simply a technology problem.
It is a funding problem, a training problem, a leadership problem, and ultimately a preparedness problem.
The criminals do not wait for police departments to finish their next budget cycle.
That is precisely why law enforcement cannot afford to treat cyber training as an optional upgrade.
Deep Analysis: How Law Enforcement Can Build Cyber-Ready First Responders
Start With Evidence Preservation
The first priority should be preventing accidental destruction or modification of evidence.
Officers should understand the difference between volatile and persistent evidence and know when specialist support is required.
Basic Incident Triage
A simple triage model can help:
1. Secure the physical scene
2. Identify digital devices
3. Prevent unauthorized access
4. Avoid unnecessary interaction
5. Document device state
- Preserve volatile evidence when trained and authorized
7. Isolate devices appropriately
8. Contact digital-forensics personnel
9. Record every action
10. Maintain chain of custody
Network Isolation Principles
When an infected system is discovered, investigators should understand the principle of containment without blindly disconnecting equipment.
A simplified conceptual workflow looks like this:
Example defensive triage commands ip addr ip route ss -tulpen ps aux who last
These commands can provide basic visibility into network configuration, listening services, processes, logged-in users, and recent sessions on a Linux system.
They should only be used by authorized personnel within an approved forensic or incident-response procedure.
Looking for Suspicious Processes
A basic process review might include:
ps aux --sort=-%cpu | head ps aux --sort=-%mem | head
This does not prove that a machine is compromised.
It simply helps investigators identify unusual processes that may require deeper examination.
Reviewing Network Connections
Investigators can examine active connections using:
ss -tunap
Again, the objective is not to immediately label an unfamiliar connection malicious.
The objective is to establish what the machine is communicating with and preserve information for specialist analysis.
File Integrity Checks
Forensic teams can use hashing to establish a reproducible fingerprint of evidence:
sha256sum evidence.bin
If the same file is later hashed and produces a different value, investigators have a strong indication that its contents changed.
Hashing therefore supports evidence integrity and chain-of-custody procedures.
Evidence Should Never Be Randomly Modified
One of the biggest dangers is allowing investigators to experiment directly on original evidence.
A better forensic principle is:
Original Evidence
↓
Preservation
↓
Forensic Acquisition
↓
Verified Copy
↓
Analysis
↓
Documentation
The original evidence should remain protected while analysis occurs on an appropriate forensic copy whenever possible.
Logs Can Become Critical Evidence
System and application logs can reveal:
Authentication attempts
Account activity
Network connections
File access
Configuration changes
Malware execution
Privilege escalation
Data transfers
A cyber-trained officer does not necessarily need to interpret every log entry.
But the officer should know that logs may be important and should be preserved appropriately.
Training Should Include Cloud Evidence
Modern investigations increasingly involve cloud services.
Training should therefore explain concepts such as:
User Account
↓
Authentication
↓
Cloud Service
↓
Audit Logs
↓
Stored Data
↓
Access Records
Investigators need to understand that the physical computer in front of them may contain only part of the evidence.
Cyber Training Must Include Operational Security
Police departments also need to protect themselves.
Credentials, evidence systems, body-camera platforms, case-management systems, and email accounts can become targets.
Basic controls should include strong authentication, least-privilege access, secure backups, endpoint protection, patch management, network segmentation, and continuous monitoring.
A Practical Training Model
A sustainable program could divide cyber education into levels.
Level 1: Every Officer
Basic digital evidence recognition, preservation, phishing awareness, account security, and escalation procedures.
Level 2: Detectives
Online investigations, fraud analysis, social-media evidence, cryptocurrency fundamentals, digital interviews, and evidence documentation.
Level 3: Digital Specialists
Advanced forensic acquisition, malware analysis, network investigation, cloud forensics, incident response, and threat intelligence.
Level 4: Leadership
Cyber risk management, procurement, budgeting, incident planning, third-party security, and organizational resilience.
This approach avoids the unrealistic expectation that every officer must become a cybersecurity expert.
What a Modern Cyber-Ready Police Department Could Look Like
The Patrol Officer
Recognizes digital evidence and avoids contaminating it.
The Detective
Understands how online activity connects to traditional investigative work.
The Digital Specialist
Performs advanced technical examination.
The IT Team
Maintains secure infrastructure and evidence systems.
Department Leadership
Funds and prioritizes cyber resilience.
Prosecutors
Understand the reliability, preservation, and presentation of digital evidence.
Judges
Receive better-informed explanations about the nature and limitations of digital evidence.
The result is not simply a more technologically sophisticated police department.
It is a more resilient investigative organization.
The Human Cost of the Cyber Skills Gap
Victims Can Be Left Behind
When a victim reports an online scam and receives little meaningful assistance, the damage extends beyond financial loss.
The victim may lose confidence in institutions.
Criminals Learn From Weak Responses
If criminals repeatedly discover that local agencies cannot investigate certain digital crimes, those jurisdictions can become attractive targets.
Evidence Can Disappear
Digital evidence may be deleted, overwritten, encrypted, or lost.
Delays therefore carry real investigative costs.
Trust Is at Stake
Citizens expect law enforcement to understand the environment in which modern crimes occur.
That environment is increasingly digital.
✅ Digital Evidence Is Now Central to Many Investigations
The
✅ Funding and Training Are Genuine Barriers
The costs of equipment, storage, software, personnel, continuing education, and system maintenance can make long-term cyber programs difficult for smaller departments to sustain. Temporary funding does not automatically solve the recurring costs.
✅ Federal Agencies Cannot Handle Every Local Cybercrime Case
The enormous volume of cybercrime reports makes complete federal handling impractical. Stronger local capabilities can help filter, preserve, and investigate cases before escalation to specialized or federal authorities.
❌ Every Officer Does Not Need Advanced Cybersecurity Expertise
The solution is not to transform every patrol officer into a forensic analyst. Officers primarily need practical baseline skills, clear procedures, and the ability to recognize when expert assistance is necessary.
Prediction
(+1) Cyber Training Will Become a Standard Policing Skill
As digital evidence becomes unavoidable, basic cyber education is likely to become increasingly common in police academies and continuing-education programs.
(+1) Local Cybercrime Units Will Expand
Departments and regional task forces are likely to invest more heavily in specialized investigators who can support frontline officers and reduce dependence on federal resources.
(+1) Digital Evidence Procedures Will Become More Formalized
Police agencies will increasingly develop standardized procedures for phones, computers, cloud accounts, body-camera footage, connected vehicles, and other digital evidence.
(+1) AI Will Force Another Training Upgrade
Generative AI, deepfakes, voice cloning, automated scams, and AI-assisted social engineering will create new investigative challenges and make digital literacy even more important.
(-1) Departments That Delay Investment Will Face Growing Exposure
Agencies that treat cyber preparedness as an optional expense may eventually find themselves dealing with compromised evidence systems, ransomware, data theft, and investigations where critical digital evidence was mishandled.
(+1) The Biggest Change Will Be Cultural
The most important shift may not be a new forensic tool or expensive cybersecurity platform.
It will be the recognition that cybersecurity is no longer a separate department inside law enforcement. It is becoming part of policing itself.
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