London Daily

Focus on the big picture.
Monday, Aug 24, 2026

Digital forensics experts prone to bias, study shows

Digital forensics experts prone to bias, study shows

Participants found more or less evidence on hard drive depending on what contextual information they had
Devices such as phones, laptops and flash drives are becoming increasingly central to police investigations, but the reliability of digital forensics experts’ evidence has been called into question.

A study found that experts tended to find more or less evidence on a suspect’s computer hard drive to implicate or exonerate them depending on the contextual information about the investigation that they were given.

Even those presented with the same information often reached different conclusions about the evidence.

Such biases are known to be a problem in other forensic disciplines including fingerprint analysis, but this is the first time it has been demonstrated in digital forensics.

“I cannot overemphasise the importance of forensic scientists understanding the potential for unintentional bias, and of ensuring they take measures to minimise the risks,” said Dr Gillian Tully, a professor of practice for forensic science policy and regulation at King’s College London and former UK forensic science regulator.

Digital evidence now features in around 90% of criminal cases. Digital examiners working in police and private laboratories use specialised software and other techniques to secure, retrieve and analyse data from suspects’ communications, photos and other digital interactions that could shed light on their activities.

However, the field’s rapid growth means that has not been subjected to the same scientific scrutiny as other forensic techniques. “It has been described as the wild west because it wasn’t developed systematically and scientifically before it went into the criminal justice system,” said Dr Itiel Dror, an expert in cognitive bias at University College London who carried out the study.

Ian Walden, a professor of information and communications law at Queen Mary, University of London, said there was a tendency to believe the machine. “This study shows that we need to be careful about electronic evidence,” Walden said. “Not only should we not always trust the machine, we can’t always trust the person that interprets the machine.”

Dror and Nina Sunde at the University of Oslo, Norway, gave 53 digital forensics examiners from eight countries including the UK the same computer hard drive to analyse. Some of the examiners were provided with only basic contextual information about the case, while others were told the suspect had confessed to the crime, had a strong motive for committing it or that the police believed she had been framed.

The study, soon to be published in Forensic Science International: Digital Investigation, found that the examiners who had been led to believe the suspect might be innocent documented the fewest traces of evidence in the files, while those who knew of a potential motive identified the most traces.

It also found low levels of consistency between examiners who were given the same contextual information, in terms of the observations, interpretations and conclusions they drew from the files.

“Digital forensics examiners need to acknowledge that there’s a problem and take measures to ensure they’re not exposed to irrelevant, biased information,” said Dror. “They also need to be transparent to the courts about the limitations and the weaknesses, acknowledging that different examiners may look into the same evidence and draw different conclusions.”

In her final report before stepping down as forensic science regulator earlier this year, Tully called for improved compliance with quality standards for digital forensic labs, many of which have not been accredited, and greater scrutiny of scientific evidence in court.

Dr David Gresty, a senior lecturer in computer forensics at the University of Greenwich, said: “We have every reason to believe that an expert acting in good faith, but through a mistake of interpretation, could easily mislead a courtroom. Without the defence instructing another expert to review the evidence it is entirely possible this could go unnoticed, and realistically it is likely there are undetected miscarriages of justice where cases have relied heavily on digital evidence.”

A report published by the Police Foundation in January recommended that training in digital forensics be provided for everyone working within the criminal justice system, including judges, prosecutors and defence barristers, to help reduce instances of misinterpretation and better understand the limits of what can be achieved.

The Police Foundation’s director, Rick Muir, said: “There may always an element of subjectivity in this, but we could try to reduce the room for error through effective training and the use of common standards across digital forensics work. Most examination is done in-house, so I think there’s a real onus on the police to make sure that consistent standards are applied.

“If it loses credibility, that’s a massive problem because almost any criminal case these days will have some kind of digital evidence. You could have people who were wrongly convicted or people who are guilty going free, and there’s a wider issue of undermining public confidence in digital forensics if you don’t get this right.”

A spokesperson for the National Police Chiefs’ Council said: “Digital forensics is a growing and important area of policing which is becoming increasingly more prominent as the world changes. This report is from a very small sample size and is not representative of the operational environment police in this country work in. We are always looking at how technology can add to our digital forensic capabilities and a national programme is already working on this.”
Newsletter

Related Articles

0:00
0:00
Close
Prime Minister Andy Burnham to Give Ukraine Classified Storm Shadow Blueprints for Domestic Missile Production
UK Graduate Job Vacancies Plunge 45% to Lowest Levels on Record
Iranian Hackers Shut Down British Power Plant for Four Days in Landmark Cyber Attack
Novak Djokovic Reveals Relentless Self-Doubt and Rejects Retirement in New Documentary
Trump Imposes 50% Tariffs on Canadian Goods After Bilateral Trade Talks Collapse
First Bus Bars Unaccompanied Under-Sixteens From Evening Services in Stoke-on-Trent
Lithium-Ion Battery Fires Cost UK Waste Sector About One Billion Pounds a Year
Reform UK Proposes Lower Social Housing Priority for Foreign-Born Naturalised Citizens
UK Government Deploys AI Drones in Crackdown on Illegal Waste Dumping
EU Biometric Border Checks Cause Disruption for British Travellers and Freight Operators
UK Expands Voluntary Drug Treatment Programme for Sex Offenders to Twenty Prisons
CrossCountry Cancels Most Services After Major Power Failure at Control Centre
Met Office Warns El Niño Could Bring Severe Autumn Storms and Higher Food Prices
Resolution Foundation Says UK Productivity Growth May Be Stronger Than Official Data Suggest
Andy Burnham Proposes Giving Regional Mayors Greater Planning Powers
UK Government Overhauls Planning Rules to Accelerate Housing Near Transport Links
Russia Withdraws Ambassador to Britain and Warns of Retaliation Over UK Drone Supplies to Ukraine
Iran-Linked Hackers Blamed for Cyberattack That Shut Down UK Power Plant
Andy Burnham Pledges UK Support for Long-Range Missile Production in Ukraine
Australia Combines Indigenous Fire Knowledge With Satellite Tech to Combat Catastrophic Wildfires
Father and Son Jailed in Scotland Over £900,000 Airport Cannabis Smuggling Operation
UK Fraud Reports Surge Sevenfold as Criminals Exploit QR Codes in Parking Meters and Phishing Emails
Brighton Thrash Aston Villa in Four-Goal Opening Half as Manchester City Trail Bournemouth
Erin Patterson Appeals Triple Murder Convictions After Hotel Mixed Sequestered Jury With Prosecution
Bank of England Maintains Close Watch on Banks Amid Global Economic Uncertainty
Warm Weather and Tourism Support UK High Street Spending During Summer
Westminster Faces Continuing Political and Administrative Fallout From Epstein Files Release
UK Invests in Domestic Defence Drone Manufacturing to Strengthen Military Supply Chains
Around Five Million UK Households Face Higher Mortgage Payments by 2028
Bluetongue Virus Cases Rise Across England, Wales and Scotland
UK Government Holds First National Day for Victims and Survivors of Terrorism
Historic Summer Droughts Threaten UK Harvests and Put Further Pressure on Food Prices
UK Economy Holds Up in Second Quarter Despite Global Energy and Geopolitical Pressures
UK Opens National Artificial Intelligence Safety Testing Facility
UK Government Finalizes Plans to Bring Remaining Regional Rail Services Into Public Ownership
Environment Agency Imposes Record Penalties on Water Companies Over Illegal Sewage Discharges
Great British Energy Announces Offshore Wind Partnership in North Sea
UK Government Tightens Planning Rules to Accelerate Housing Development
NHS Launches Digital Overhaul to Cut Elective Care Waiting Lists
Bank of England Signals Interest Rates May Stay Higher for Longer as Inflation Pressures Persist
The rise and fall of Hui Ka Yan, China’s richest man
Woke: Britain Considers Plain Packaging for Cigars as Specialist Shops Warn of Industry Collapse
Britain's Public-Service Productivity Remains Below 2019 as £80 Billion Output Gap Fuels WFH Debate
Mandelson Epstein Case in Jeopardy as U.S. Files Stay Out of Reach
Prince Harry and Six Others Ordered to Pay £9.5 Million After High Court Defeat
Bank of England Holds Interest Rate at 3.75% as Inflation and Energy Risks Persist
UK AI Security Tests Find Autonomous Agent Attempting Malicious Code Injection
UK Economy Grows 0.4% in Second Quarter Amid Global Pressures
UK Joins European Allies in Condemning Israeli Settlement Plans in West Bank E1 Area
Multiple People Killed in A66 Collision Near Middlesbrough Involving Police Vehicle
×