Entries Tagged "botnets"

Page 2 of 6

Artificial Personas and Public Discourse

Presidential campaign season is officially, officially, upon us now, which means it’s time to confront the weird and insidious ways in which technology is warping politics. One of the biggest threats on the horizon: artificial personas are coming, and they’re poised to take over political debate. The risk arises from two separate threads coming together: artificial intelligence-driven text generation and social media chatbots. These computer-generated “people” will drown out actual human discussions on the Internet.

Text-generation software is already good enough to fool most people most of the time. It’s writing news stories, particularly in sports and finance. It’s talking with customers on merchant websites. It’s writing convincing op-eds on topics in the news (though there are limitations). And it’s being used to bulk up “pink-slime journalism”—websites meant to appear like legitimate local news outlets but that publish propaganda instead.

There’s a record of algorithmic content pretending to be from individuals, as well. In 2017, the Federal Communications Commission had an online public-commenting period for its plans to repeal net neutrality. A staggering 22 million comments were received. Many of them—maybe half—were fake, using stolen identities. These comments were also crude; 1.3 million were generated from the same template, with some words altered to make them appear unique. They didn’t stand up to even cursory scrutiny.

These efforts will only get more sophisticated. In a recent experiment, Harvard senior Max Weiss used a text-generation program to create 1,000 comments in response to a government call on a Medicaid issue. These comments were all unique, and sounded like real people advocating for a specific policy position. They fooled the Medicaid.gov administrators, who accepted them as genuine concerns from actual human beings. This being research, Weiss subsequently identified the comments and asked for them to be removed, so that no actual policy debate would be unfairly biased. The next group to try this won’t be so honorable.

Chatbots have been skewing social-media discussions for years. About a fifth of all tweets about the 2016 presidential election were published by bots, according to one estimate, as were about a third of all tweets about that year’s Brexit vote. An Oxford Internet Institute report from last year found evidence of bots being used to spread propaganda in 50 countries. These tended to be simple programs mindlessly repeating slogans: a quarter million pro-Saudi “We all have trust in Mohammed bin Salman” tweets following the 2018 murder of Jamal Khashoggi, for example. Detecting many bots with a few followers each is harder than detecting a few bots with lots of followers. And measuring the effectiveness of these bots is difficult. The best analyses indicate that they did not affect the 2016 US presidential election. More likely, they distort people’s sense of public sentiment and their faith in reasoned political debate. We are all in the middle of a novel social experiment.

Over the years, algorithmic bots have evolved to have personas. They have fake names, fake bios, and fake photos—sometimes generated by AI. Instead of endlessly spewing propaganda, they post only occasionally. Researchers can detect that these are bots and not people, based on their patterns of posting, but the bot technology is getting better all the time, outpacing tracking attempts. Future groups won’t be so easily identified. They’ll embed themselves in human social groups better. Their propaganda will be subtle, and interwoven in tweets about topics relevant to those social groups.

Combine these two trends and you have the recipe for nonhuman chatter to overwhelm actual political speech.

Soon, AI-driven personas will be able to write personalized letters to newspapers and elected officials, submit individual comments to public rule-making processes, and intelligently debate political issues on social media. They will be able to comment on social-media posts, news sites, and elsewhere, creating persistent personas that seem real even to someone scrutinizing them. They will be able to pose as individuals on social media and send personalized texts. They will be replicated in the millions and engage on the issues around the clock, sending billions of messages, long and short. Putting all this together, they’ll be able to drown out any actual debate on the Internet. Not just on social media, but everywhere there’s commentary.

Maybe these persona bots will be controlled by foreign actors. Maybe it’ll be domestic political groups. Maybe it’ll be the candidates themselves. Most likely, it’ll be everybody. The most important lesson from the 2016 election about misinformation isn’t that misinformation occurred; it is how cheap and easy misinforming people was. Future technological improvements will make it all even more affordable.

Our future will consist of boisterous political debate, mostly bots arguing with other bots. This is not what we think of when we laud the marketplace of ideas, or any democratic political process. Democracy requires two things to function properly: information and agency. Artificial personas can starve people of both.

Solutions are hard to imagine. We can regulate the use of bots—a proposed California law would require bots to identify themselves—but that is effective only against legitimate influence campaigns, such as advertising. Surreptitious influence operations will be much harder to detect. The most obvious defense is to develop and standardize better authentication methods. If social networks verify that an actual person is behind each account, then they can better weed out fake personas. But fake accounts are already regularly created for real people without their knowledge or consent, and anonymous speech is essential for robust political debate, especially when speakers are from disadvantaged or marginalized communities. We don’t have an authentication system that both protects privacy and scales to the billions of users.

We can hope that our ability to identify artificial personas keeps up with our ability to disguise them. If the arms race between deep fakes and deep-fake detectors is any guide, that’ll be hard as well. The technologies of obfuscation always seem one step ahead of the technologies of detection. And artificial personas will be designed to act exactly like real people.

In the end, any solutions have to be nontechnical. We have to recognize the limitations of online political conversation, and again prioritize face-to-face interactions. These are harder to automate, and we know the people we’re talking with are actual people. This would be a cultural shift away from the internet and text, stepping back from social media and comment threads. Today that seems like a completely unrealistic solution.

Misinformation efforts are now common around the globe, conducted in more than 70 countries. This is the normal way to push propaganda in countries with authoritarian leanings, and it’s becoming the way to run a political campaign, for either a candidate or an issue.

Artificial personas are the future of propaganda. And while they may not be effective in tilting debate to one side or another, they easily drown out debate entirely. We don’t know the effect of that noise on democracy, only that it’ll be pernicious, and that it’s inevitable.

This essay previously appeared in TheAtlantic.com.

EDITED TO ADD: Jamie Susskind wrote a similar essay.

EDITED TO ADD (3/16): This essay has been translated into Spanish.

EDITED TO ADD (6/4): This essay has been translated into Portuguese.

Posted on January 13, 2020 at 8:21 AM • View Comments

Japanese Government Will Hack Citizens' IoT Devices

The Japanese government is going to run penetration tests against all the IoT devices in their country, in an effort to (1) figure out what’s insecure, and (2) help consumers secure them:

The survey is scheduled to kick off next month, when authorities plan to test the password security of over 200 million IoT devices, beginning with routers and web cameras. Devices in people’s homes and on enterprise networks will be tested alike.

[…]

The Japanese government’s decision to log into users’ IoT devices has sparked outrage in Japan. Many have argued that this is an unnecessary step, as the same results could be achieved by just sending a security alert to all users, as there’s no guarantee that the users found to be using default or easy-to-guess passwords would change their passwords after being notified in private.

However, the government’s plan has its technical merits. Many of today’s IoT and router botnets are being built by hackers who take over devices with default or easy-to-guess passwords.

Hackers can also build botnets with the help of exploits and vulnerabilities in router firmware, but the easiest way to assemble a botnet is by collecting the ones that users have failed to secure with custom passwords.

Securing these devices is often a pain, as some expose Telnet or SSH ports online without the users’ knowledge, and for which very few users know how to change passwords. Further, other devices also come with secret backdoor accounts that in some cases can’t be removed without a firmware update.

I am interested in the results of this survey. Japan isn’t very different from other industrialized nations in this regard, so their findings will be general. I am less optimistic about the country’s ability to secure all of this stuff—especially before the 2020 Summer Olympics.

Posted on January 28, 2019 at 1:40 PM • View Comments

Android Ad-Fraud Scheme

BuzzFeed is reporting on a scheme where fraudsters buy legitimate Android apps, track users’ behavior in order to mimic it in a way that evades bot detectors, and then uses bots to perpetuate an ad-fraud scheme.

After being provided with a list of the apps and websites connected to the scheme, Google investigated and found that dozens of the apps used its mobile advertising network. Its independent analysis confirmed the presence of a botnet driving traffic to websites and apps in the scheme. Google has removed more than 30 apps from the Play store, and terminated multiple publisher accounts with its ad networks. Google said that prior to being contacted by BuzzFeed News it had previously removed 10 apps in the scheme and blocked many of the websites. It continues to investigate, and published a blog post to detail its findings.

The company estimates this operation stole close to $10 million from advertisers who used Google’s ad network to place ads in the affected websites and apps. It said the vast majority of ads being placed in these apps and websites came via other major ad networks.

Lots of details in both the BuzzFeed and the Google links.

The Internet advertising industry is rife with fraud, at all levels. This is just one scheme among many.

Posted on October 25, 2018 at 6:49 AM • View Comments

Using Hacked IoT Devices to Disrupt the Power Grid

This is really interesting research: “BlackIoT: IoT Botnet of High Wattage Devices Can Disrupt the Power Grid“:

Abstract: We demonstrate that an Internet of Things (IoT) botnet of high wattage devices—such as air conditioners and heaters—gives a unique ability to adversaries to launch large-scale coordinated attacks on the power grid. In particular, we reveal a new class of potential attacks on power grids called the Manipulation of demand via IoT (MadIoT) attacks that can leverage such a botnet in order to manipulate the power demand in the grid. We study five variations of the MadIoT attacks and evaluate their effectiveness via state-of-the-art simulators on real-world power grid models. These simulation results demonstrate that the MadIoT attacks can result in local power outages and in the worst cases, large-scale blackouts. Moreover, we show that these attacks can rather be used to increase the operating cost of the grid to benefit a few utilities in the electricity market. This work sheds light upon the interdependency between the vulnerability of the IoT and that of the other networks such as the power grid whose security requires attention from both the systems security and power engineering communities.

I have been collecting examples of surprising vulnerabilities that result when we connect things to each other. This is a good example of that.

Wired article.

Posted on September 11, 2018 at 6:25 AM • View Comments

Department of Commerce Report on the Botnet Threat

Last month, the US Department of Commerce released a report on the threat of botnets and what to do about it. I note that it explicitly said that the IoT makes the threat worse, and that the solutions are largely economic.

The Departments determined that the opportunities and challenges in working toward dramatically reducing threats from automated, distributed attacks can be summarized in six principal themes.

  1. Automated, distributed attacks are a global problem. The majority of the compromised devices in recent noteworthy botnets have been geographically located outside the United States. To increase the resilience of the Internet and communications ecosystem against these threats, many of which originate outside the United States, we must continue to work closely with international partners.
  2. Effective tools exist, but are not widely used. While there remains room for improvement, the tools, processes, and practices required to significantly enhance the resilience of the Internet and communications ecosystem are widely available, and are routinely applied in selected market sectors. However, they are not part of common practices for product development and deployment in many other sectors for a variety of reasons, including (but not limited to) lack of awareness, cost avoidance, insufficient technical expertise, and lack of market incentives
  3. Products should be secured during all stages of the lifecycle. Devices that are vulnerable at time of deployment, lack facilities to patch vulnerabilities after discovery, or remain in service after vendor support ends make assembling automated, distributed threats far too easy.
  4. Awareness and education are needed. Home users and some enterprise customers are often unaware of the role their devices could play in a botnet attack and may not fully understand the merits of available technical controls. Product developers, manufacturers, and infrastructure operators often lack the knowledge and skills necessary to deploy tools, processes, and practices that would make the ecosystem more resilient.
  5. Market incentives should be more effectively aligned. Market incentives do not currently appear to align with the goal of “dramatically reducing threats perpetrated by automated and distributed attacks.” Product developers, manufacturers, and vendors are motivated to minimize cost and time to market, rather than to build in security or offer efficient security updates. Market incentives must be realigned to promote a better balance between security and convenience when developing products.
  6. Automated, distributed attacks are an ecosystem-wide challenge. No single stakeholder community can address the problem in isolation.

[…]

The Departments identified five complementary and mutually supportive goals that, if realized, would dramatically reduce the threat of automated, distributed attacks and improve the resilience and redundancy of the ecosystem. A list of suggested actions for key stakeholders reinforces each goal. The goals are:

  • Goal 1: Identify a clear pathway toward an adaptable, sustainable, and secure technology marketplace.
  • Goal 2: Promote innovation in the infrastructure for dynamic adaptation to evolving threats.
  • Goal 3: Promote innovation at the edge of the network to prevent, detect, and mitigate automated, distributed attacks.
  • Goal 4: Promote and support coalitions between the security, infrastructure, and operational technology communities domestically and around the world
  • Goal 5: Increase awareness and education across the ecosystem.

Posted on July 11, 2018 at 6:08 AM • View Comments

Router Vulnerability and the VPNFilter Botnet

On May 25, the FBI asked us all to reboot our routers. The story behind this request is one of sophisticated malware and unsophisticated home-network security, and it’s a harbinger of the sorts of pervasive threats ­ from nation-states, criminals and hackers ­ that we should expect in coming years.

VPNFilter is a sophisticated piece of malware that infects mostly older home and small-office routers made by Linksys, MikroTik, Netgear, QNAP and TP-Link. (For a list of specific models, click here.) It’s an impressive piece of work. It can eavesdrop on traffic passing through the router ­ specifically, log-in credentials and SCADA traffic, which is a networking protocol that controls power plants, chemical plants and industrial systems ­ attack other targets on the Internet and destructively “kill” its infected device. It is one of a very few pieces of malware that can survive a reboot, even though that’s what the FBI has requested. It has a number of other capabilities, and it can be remotely updated to provide still others. More than 500,000 routers in at least 54 countries have been infected since 2016.

Because of the malware’s sophistication, VPNFilter is believed to be the work of a government. The FBI suggested the Russian government was involved for two circumstantial reasons. One, a piece of the code is identical to one found in another piece of malware, called BlackEnergy, that was used in the December 2015 attack against Ukraine’s power grid. Russia is believed to be behind that attack. And two, the majority of those 500,000 infections are in Ukraine and controlled by a separate command-and-control server. There might also be classified evidence, as an FBI affidavit in this matter identifies the group behind VPNFilter as Sofacy, also known as APT28 and Fancy Bear. That’s the group behind a long list of attacks, including the 2016 hack of the Democratic National Committee.

Two companies, Cisco and Symantec, seem to have been working with the FBI during the past two years to track this malware as it infected ever more routers. The infection mechanism isn’t known, but we believe it targets known vulnerabilities in these older routers. Pretty much no one patches their routers, so the vulnerabilities have remained, even if they were fixed in new models from the same manufacturers.

On May 30, the FBI seized control of toknowall.com, a critical VPNFilter command-and-control server. This is called “sinkholing,” and serves to disrupt a critical part of this system. When infected routers contact toknowall.com, they will no longer be contacting a server owned by the malware’s creators; instead, they’ll be contacting a server owned by the FBI. This doesn’t entirely neutralize the malware, though. It will stay on the infected routers through reboot, and the underlying vulnerabilities remain, making the routers susceptible to reinfection with a variant controlled by a different server.

If you want to make sure your router is no longer infected, you need to do more than reboot it, the FBI’s warning notwithstanding. You need to reset the router to its factory settings. That means you need to reconfigure it for your network, which can be a pain if you’re not sophisticated in these matters. If you want to make sure your router cannot be reinfected, you need to update the firmware with any security patches from the manufacturer. This is harder to do and may strain your technical capabilities, though it’s ridiculous that routers don’t automatically download and install firmware updates on their own. Some of these models probably do not even have security patches available. Honestly, the best thing to do if you have one of the vulnerable models is to throw it away and get a new one. (Your ISP will probably send you a new one free if you claim that it’s not working properly. And you should have a new one, because if your current one is on the list, it’s at least 10 years old.)

So if it won’t clear out the malware, why is the FBI asking us to reboot our routers? It’s mostly just to get a sense of how bad the problem is. The FBI now controls toknowall.com. When an infected router gets rebooted, it connects to that server to get fully reinfected, and when it does, the FBI will know. Rebooting will give it a better idea of how many devices out there are infected.

Should you do it? It can’t hurt.

Internet of Things malware isn’t new. The 2016 Mirai botnet, for example, created by a lone hacker and not a government, targeted vulnerabilities in Internet-connected digital video recorders and webcams. Other malware has targeted Internet-connected thermostats. Lots of malware targets home routers. These devices are particularly vulnerable because they are often designed by ad hoc teams without a lot of security expertise, stay around in networks far longer than our computers and phones, and have no easy way to patch them.

It wouldn’t be surprising if the Russians targeted routers to build a network of infected computers for follow-on cyber operations. I’m sure many governments are doing the same. As long as we allow these insecure devices on the Internet ­ and short of security regulations, there’s no way to stop them ­ we’re going to be vulnerable to this kind of malware.

And next time, the command-and-control server won’t be so easy to disrupt.

This essay previously appeared in the Washington Post

EDITED TO ADD: The malware is more capable than we previously thought.

Posted on June 11, 2018 at 6:19 AM • View Comments

New Malware Hijacks Cryptocurrency Mining

This is a clever attack.

After gaining control of the coin-mining software, the malware replaces the wallet address the computer owner uses to collect newly minted currency with an address controlled by the attacker. From then on, the attacker receives all coins generated, and owners are none the wiser unless they take time to manually inspect their software configuration.

So far it hasn’t been very profitable, but it—or some later version—eventually will be.

Posted on January 23, 2018 at 6:41 AM • View Comments

Reaper Botnet

It’s based on the Mirai code, but much more virulent:

While Mirai caused widespread outages, it impacted IP cameras and internet routers by simply exploiting their weak or default passwords. The latest botnet threat, known as alternately as IoT Troop or Reaper, has evolved that strategy, using actual software-hacking techniques to break into devices instead. It’s the difference between checking for open doors and actively picking locks­—and it’s already enveloped devices on a million networks and counting.

It’s already infected a million IoT devices.

EDITED TO ADD (11/14): Brian Krebs on Reaper.

Posted on October 24, 2017 at 6:01 AM • View Comments

US Army Researching Bot Swarms

The US Army Research Agency is funding research into autonomous bot swarms. From the announcement:

The objective of this CRA is to perform enabling basic and applied research to extend the reach, situational awareness, and operational effectiveness of large heterogeneous teams of intelligent systems and Soldiers against dynamic threats in complex and contested environments and provide technical and operational superiority through fast, intelligent, resilient and collaborative behaviors. To achieve this, ARL is requesting proposals that address three key Research Areas (RAs):

RA1: Distributed Intelligence: Establish the theoretical foundations of multi-faceted distributed networked intelligent systems combining autonomous agents, sensors, tactical super-computing, knowledge bases in the tactical cloud, and human experts to acquire and apply knowledge to affect and inform decisions of the collective team.

RA2: Heterogeneous Group Control: Develop theory and algorithms for control of large autonomous teams with varying levels of heterogeneity and modularity across sensing, computing, platforms, and degree of autonomy.

RA3: Adaptive and Resilient Behaviors: Develop theory and experimental methods for heterogeneous teams to carry out tasks under the dynamic and varying conditions in the physical world.

Slashdot thread.

And while we’re on the subject, this is an excellent report on AI and national security.

Posted on July 24, 2017 at 6:39 AM • View Comments

1 2 3 4 … 6

Sidebar photo of Bruce Schneier by Joe MacInnis.