Generating a Corpus of Mobile Forensic Images for Masquerading user Experimentation

The Periodic Mobile Forensics (PMF) system investigates user behavior on mobile devices. It applies forensic techniques to an enterprise mobile infrastructure, utilizing an on‐device agent named TractorBeam. The agent collects changed storage locations for later acquisition, reconstruction, and analysis. TractorBeam provides its data to an enterprise infrastructure that consists of a cloud‐based queuing service, relational database, and analytical framework for running forensic processes. During a 3‐month experiment with Purdue University, TractorBeam was utilized in a simulated operational setting across 34 users to evaluate techniques to identify masquerading users (i.e., users other than the intended device user). The research team surmises that all masqueraders are undesirable to an enterprise, even when a masquerader lacks malicious intent. The PMF system reconstructed 821 forensic images, extracted one million audit events, and accurately detected masqueraders. Evaluation revealed that developed methods reduced storage requirements 50‐fold. This paper describes the PMF architecture, performance of TractorBeam throughout the protocol, and results of the masquerading user analysis.     

Reliability of Craniofacial Superimposition Using Three‐Dimension Skull Model

Craniofacial superimposition is a technique potentially useful for the identification of unidentified human remains if a photo of the missing person is available. We have tested the reliability of the 2D‐3D computer‐aided nonautomatic superimposition techniques. Three‐dimension laser scans of five skulls and ten photographs were overlaid with an imaging software. The resulting superimpositions were evaluated using three methods: craniofacial landmarks, morphological features, and a combination of the two. A 3D model of each skull without its mandible was tested for superimposition; we also evaluated whether separating skulls by sex would increase correct identifications. Results show that the landmark method employing the entire skull is the more reliable one (5/5 correct identifications, 40% false positives [FP]), regardless of sex. However, the persistence of a high percentage of FP in all the methods evaluated indicates that these methods are unreliable for positive identification although the landmark‐only method could be useful for exclusion.     

Residential Mobility and Delinquency Revisited: Causation or Selection?

Objectives

To assess the role of selection in the observed association between residential mobility and delinquency among adolescents.

Methods

This study draws on a sample of adolescents from the National Longitudinal Study of Adolescent Health (Add Health). We first examine whether adjusting regression models for several well-established determinants of moving attenuates the association between mobility and delinquency. We then employ propensity score methods to estimate the effect of residential mobility on delinquency among a sub-sample of movers and non-movers who had similar likelihoods of moving.

Results

The association between mobility and delinquency is significant and positive in regression models, although it is somewhat attenuated by additional control variables that are rarely considered in prior work. However, the distribution of mobility determinants differs substantially across movers and non-movers, potentially biasing these estimates. After covariate balance is achieved using a propensity score approach, we observe no differences in delinquency between groups.

Conclusions

Results suggest that certain adolescents are more likely to move than others, explaining the observed association between mobility and delinquency. Future research should therefore be mindful of selection when trying to account for differential outcomes between mobile and non-mobile adolescents.     

Short-term effects of restorative justice conferences on post-traumatic stress symptoms among robbery and burglary victims: a randomized controlled trial

Objectives

To examine the impact of face-to-face restorative justice conference (RJC) meetings led by police officers between crime victims and their offenders on victims’ post-traumatic stress symptoms.

Methods

Two trials conducted in London randomly assigned burglary or robbery cases with consenting victims and offenders to either a face-to-face restorative justice conference (RJC) in addition to conventional justice treatment or conventional treatment without a RJC. Post-traumatic stress symptoms (PTSS) were measured with the Impact of Event Scale-Revised (IES-R) within 1 month of treatment for 192 victims. We assessed the prevalence and severity of PTSS scores following treatment, using independent sample t tests and chi square statistics. We further measured the magnitude of the differences between the groups, using effect size analyses.

Results

Analyses show that PTSS scores are significantly lower among victims assigned to RJC in addition to criminal justice processing through the courts than to customary criminal justice processing alone. There are overall 49 % fewer victims with clinical levels of PTSS, and possible PTSD (IES-R?≥?25). Main treatment effects are significant (t?=?2.069; p?Conclusions Findings suggest that restorative justice conferences reduce clinical levels of PTSS and possibly PTSD in a short-term follow-up assessment. Future research should include longer follow-up, larger and more stratified samples, and financial data to account for the cost benefit implications of RJ conferences compared to ordinary PTSS treatments.