^{The article “Understanding the connection between hackers and their hacks: Analyzing USDOJ reports for hacker profiles” by Joshua Gerstenfeld talks about how different types of hackers are connected to the kinds of cyberattacks they do. The purpose of the article is to understand hacker behavior better by looking at real cases from the U.S. department of justice. The study looked at over 100 cases to see patterns between things like age, nationality, and how the attacks were done.}

^{This article relates to social science because it focuses on human behavior and crime. It shows that hacking is not just random, but influenced by a person’s background and experience. For example, the article explains that older hackers are more likely to create and manage software, which younger hackers are more likely to carry out follow-up attacks. This shows how experience can affect how someone commits cybercrime.}

^{The research question is basically asking if there is a connection between who the hacker is and what kind of attack they do. The independent variable are things like age, gender, and nationality, while the dependent variable is the type of cyberattck. The study uses data from DOJ reports, which makes the information more reliable since it comes from real cases.}

^{The results showed that hackers from other countries tend to do more advanced attacks, and groups of hackers are more likely to do complex crimes compared to individuals. Gender didn’t really show a strong connection, probably because there wasn’t enough data. This article connects to what we learned in class about cybersecurity risks and how human behavior plays a big role in cybercrime.}

^{This topic also affects society because understanding hackers can help prevent attacks and protect people’s information. It can also help law enforcement know what to look for when trying to stop cybercrime.}

^{In conlusion, this article shows that there is a strong connection between a hacker’s background and the type of attack they carry out. Understanding this can help impove cybersecurity and make systems safer.}

REFERENCES

^{Gerstenfeld, J. (2021). Understanding the connection between hackers and their hacks: Analyzing USDOJ reports for hacker profiles. International journal of cybersecurity intelligence & cybersecurity intelligence & cybercrime. https:// Intelligence & cybercrime. https://vc.bridgew.edu/ijcic/vol6/iss1/5/}