By U.S. Department of Homeland Security

Deepfakes, an emergent type of threat falling under the greater and more pervasive umbrella of synthetic media, utilize a form of artificial intelligence/machine learning (AI/ML) to create believable, realistic videos, pictures, audio, and text of events that never happened. Many applications of synthetic media represent innocent forms of entertainment, but others carry risk. The threat of Deepfakes and synthetic media comes not from the technology used to create it, but from people’s natural inclination to believe what they see, and as a result, deepfakes and synthetic media do not need to be particularly advanced or believable in order to be effective in spreading mis/disinformation. Based on numerous interviews conducted with experts in the field, it is apparent that the severity and urgency of the current threat from synthetic media depends on the exposure, perspective, and position of who you ask. The spectrum of concerns ranged from “an urgent threat” to “don’t panic, just be prepared.” To help customers understand how a potential threat might arise, and what that threat might look like, we considered a number of scenarios specific to the arenas of commerce, society, and national security. The likelihood of any one of these scenarios occurring and succeeding will undoubtedly increase as the cost and other resources needed to produce usable deepfakes simultaneously decreases - just as synthetic media became easier to create as non-AI/ML techniques became more readily available. In line with the multifaceted nature of the problem, there is no one single or universal solution, though elements of technological innovation, education, and regulation must comprise part of any detection and mitigation measures. In order to have success there will have to be significant cooperation among stakeholders in the private and public sectors to overcome current obstacles such as “stovepiping” and to ultimately protect ourselves from these emerging threats while protecting civil liberties.

Washington, DC: DHS, 2021.  47p.

By Andres Ham Gonzalez, Juanita Ruiz

We estimate the effects of drug-related violence on individual labor market outcomes in a transit country. Transit countries do not have enough market power to determine the global supply or demand of drugs yet must deal with the consequences of drug trafficking activities. We implement a Bartik-type instrumental variables strategy which assumes that violence in Honduran municipalities located along drug transport routes changes when coca production in Colombia grows or contracts. Our results show that drug-related violence has negative effects on extensive and intensive margin labor market outcomes for transit country workers and has greater effects on women than men.

IZA Working Paper 17126, Bonn: Institute of Labor Economics - IZA, 2024. 

By Christopher S. Carpenter and Hai V. Nguyen

Bans on menthol cigarettes have been adopted throughout the European Union, proposed by the US Food and Drug Administration, and enacted by legislatures in Massachusetts and California. Yet there is very limited evidence on their effects using real-world policy variation. We study the intended and unintended effects of menthol cigarette bans in Canada, where seven provinces banned them prior to a nationwide ban in 2018. Difference-in-differences models using national survey data return no evidence that provincial menthol cigarette bans affected overall smoking rates for youths or adults. Although menthol cigarette smoking fell for both youths and adults, youths increased nonmenthol cigarette smoking, and adults shifted cigarette purchases to unregulated First Nations reserves. Our results demonstrate the importance of accounting for substitution and evasion responses in the design of stricter tobacco regulations

Cambridge, MA:  NATIONAL BUREAU OF ECONOMIC RESEARCH, 2020. 66p.