Skip to content

Presentation Slides

Statistical Methods for the Forensic Analysis of Geolocated Event Data

A common question in forensic analysis is whether two observed data sets originated from the same source or from different sources. Statistical approaches to addressing this question have been widely
Read More

An Exploratory Analysis of Handwriting Features: Investigating Numeric Measurements of Writing That Are Important for Statistical Modeling

The goal of this presentation is to provide insights into which features of handwritten documents are important for statistical modeling with the task of writer identification and to discuss how
Read More

Statistical Learning Algorithms for Forensic Scientists

The goals of this workshop are to: (1) introduce attendees to the basics of supervised learning algorithms in the context of forensic applications, including firearms and footwear examination and trace
Read More

Statistical Analysis of Handwriting: Probabilistic Outcomes for Closed-Set Writer Identification

The goal of this presentation is to provide insights into features of handwritten documents that are important for statistical modeling with the task of writer identification.
Read More

Similarity between outsole impressions using SURF

The learning objectives of this presentation include the following: Introduce an objective method to quantify the similarity between two outsole impressions, show that this algorithm is accurate and reliable even
Read More

Applications of a CNN for Automatics Classification of Outsole Features

After attending this presentation, attendees will be familiar with the ways that CNNs can be applied to classify forensic pattern evidence, specifically with shoe outsole features.
Read More

Android App Forensic Evidence Database (AndroidAED)

After attending this presentation, attendees will better understand how AndroidAED will be beneficial for academic researchers whose studies relate to mobile applications that grant them the ability to search through
Read More

A Wild Manhunt for Stego Images Created by Mobile Apps

As mobile Internet and telecommunication technology develops at high speed, the digital image forensics academic community is facing a growing challenge. • Mobile applications (Apps) allow a user to easily
Read More

Score-based Likelihood Ratios for Camera Device Identification

Many areas of forensics are moving away from the notion of classifying evidence simply as a match or non-match. Instead, some use score-based likelihood ratios (SLR) to quantify the similarity
Read More

Algorithm mismatch in spatial steganalysis

The number and availability of stegonographic embedding algorithms continues to grow. Many traditional blind steganalysis frameworks require training examples from every embedding algorithm, but collecting, storing and processing representative examples
Read More
Do you have 44.03 seconds?

44.3 Seconds. That is the average amount of time it takes for a visitor to provide site feedback.
Test it yourself by taking the survey.


A scientist/researcherA member of the forensic science communityA journalist/publicationA studentOther. Please indicate.


Learn more about CSAFE overall.Discover research CSAFE is undertaking.Explore collaboration opportunities.Find tools and education opportunities.Other. Please indicate.


YesNo