Emerging Threats and Countermeasures - Research Paper - Programming
Cyber warfare and its implications for the United States
Your research paper should be minimally 10 pages (double spaced, Font - Georgia with
font size 12). The research paper needs to refer to the following source
❑ Kostyuk, N., and Zhukov., M., Y. (2019). Invisible Digital Front: Can Cyber
Attacks Shape Battlefield Events? Journal of Conflict Resolution, 63(2)., 317-347.
(pfd version of paper is uploaded to module 4 in d2l).
❑ In addition you need to have at least 5 peer reviewed journal/book references The research needs to minimally discuss the following
❑ The relevance of cyber warfare for the United States
❑ What are some examples of possible cyber warfare scenarios where critical
infrastructure could be affected
❑ Emerging technologies that can be used for cyber warfare
❑ What does Kostyuk and Zhukov (2019) address mainly in their paper? Do you
agree with Kostyuk and Zhukov (2019) that cyber-attacks are ineffective as a tool
of coercion in war? Ensure to explain why or why not.
❑ Future implications of cyber warfare for the United States
The bibliography should be included as a separate page and is not part of the 10 page
requirement. Student assignments will be run through Safe Assignment. Please ensure
to check the safe assignment result prior to submitting.The research paper should include the following components.
● Title Page (Not part of the minimum 10 page requirement)
● Abstract (quick overview in your own words of the entire content of your paper,
limited to 200-350 words)
● Introduction (1-2 pages, relevance of cyber warfare for the U.S, example, possible
scenarios_
● Literature Review (2-4 pages, describes the research papers that you find in
reference to the topic of cyber warfare, emerging technologies that can be used,
the impact of cyber warfare)
● Discussion (2-3 pages) – (Your perspective on the topic of cyber warfare,
implications for the U.S, critical perspectives and/or recommendations)
● Conclusion (1-2 paragraphs, This provides a final summary of your research
paper)
● Bibliography in APA format
kostyuk_cyberwarfare.pdf
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Article
Invisible Digital Front:
Can Cyber Attacks Shape
Battlefield Events?
Journal of Conflict Resolution
2019, Vol. 63(2) 317-347
ª The Author(s) 2017
Article reuse guidelines:
sagepub.com/journals-permissions
DOI: 10.1177/0022002717737138
journals.sagepub.com/home/jcr
Nadiya Kostyuk1, and Yuri M. Zhukov1
Abstract
Recent years have seen growing concern over the use of cyber attacks in wartime,
but little evidence that these new tools of coercion can change battlefield events.
We present the first quantitative analysis of the relationship between cyber activities
and physical violence during war. Using new event data from the armed conflict in
Ukraine—and additional data from Syria’s civil war—we analyze the dynamics of
cyber attacks and find that such activities have had little or no impact on fighting. In
Ukraine—one of the first armed conflicts where both sides deployed such tools
extensively—cyber activities failed to compel discernible changes in battlefield
behavior. Indeed, hackers on both sides have had difficulty responding to battlefield
events, much less shaping them. An analysis of conflict dynamics in Syria produces
similar results: the timing of cyber actions is independent of fighting on the ground.
Our finding—that cyber attacks are not (yet) effective as tools of coercion in war—
has potentially significant implications for other armed conflicts with a digital front.
Keywords
compellence, coercion, physical violence, conflict, cyber attacks
On December 23, 2015, hackers attacked Ukraine’s power grid, disabling control
systems used to coordinate remote electrical substations, and leaving people in the
capital and western part of the country without power for several hours. The Security
1
Department of Political Science, University of Michigan, Ann Arbor, MI, USA
Corresponding Author:
Nadiya Kostyuk, Department of Political Science, University of Michigan, 505 S State Street, Ann Arbor,
MI 48109, USA.
Email: nadiya@umich.edu
318
Journal of Conflict Resolution 63(2)
Service of Ukraine (SBU) blamed the Russian government for the cyber attack, an
accusation that later found support in malware analysis by a private computer
security firm. The Ukrainian hack was the first publicly acknowledged case of a
cyber attack successfully causing a power outage. It is also just one of thousands of
cyber activities, mostly diffuse and low level, that have occurred alongside physical
fighting in Ukraine. Attacks launched through the digital realm are playing an
increasingly visible role in civil and interstate conflict—in Ukraine, Syria, Israel,
Estonia, Georgia, and beyond. Yet it remains unknown whether such activities have
a real coercive impact on the battlefield.1
Recent years have seen growing concern over the coercive potential of cyber
capabilities in war, but little evidence that these new tools are yet making a difference. Theoretically, most research has focused on the consequences of cyber attacks
for peacetime deterrence rather than wartime compellence (Libicki 2009; Sharma
2010; Andres 2012).2 Yet the logic of coercion entails distinct challenges in peace
and war, with potentially different implications for the cyber domain. Empirically,
the literature has relied more on qualitative case studies than quantitative data. The
few data sets that do exist (Valeriano and Maness 2014) privilege massive cyber
catastrophes over less sophisticated low-intensity attacks, like distributed denial of
service (DDoS). The latter category, however, is far more common.
This article asks whether cyber attacks can compel short-term changes in battlefield behavior, using new event data on cyber and kinetic operations from armed
conflicts in Ukraine and Syria. We use the Ukrainian conflict as our primary test case
due to the extensive and sophisticated use of cyber attacks by both sides (Geers
2015), and—uniquely—overt claims of responsibility, public damage assessments,
and other releases of information that reduce uncertainty over timing and attribution.
Since 2014, Ukraine has turned into “a training playground for research and development of novel attack techniques” (Zetter 2017). If cyber attacks can yet make a
difference on the battlefield, Ukraine is one a few cases where we are most likely to
observe such an effect. Our data include 1,841 unique cyber attacks and 26,289
kinetic operations by government and prorebel forces between 2014 and 2016. We
supplement this quantitative analysis with fourteen primary source interviews with
participants in the cyber campaign as well as Ukrainian, Russian, and Western cyber
security experts with direct knowledge of these operations.
To evaluate the generalizability of the Ukrainian experience to other conflicts, we
replicate our results with data from Syria’s civil war. Like Ukraine, Syria has seen
the extensive use of low-level cyber attacks by factions fighting for and against the
incumbent regime. Because this war has gone on significantly longer than the
conflict in Ukraine—giving hackers more time to organize and develop their capabilities—Syria offers a glimpse at cyber activities in a more protracted, higher
intensity context. If we uncover similar patterns in two conflicts of such different
scale and complexity, we can have greater confidence that our results are not artifacts of a single idiosyncratic case. Our data include 682 cyber attacks and 9,282 acts
of violence by pro- and anti-Assad forces between 2011 and 2016.
Kostyuk and Zhukov
319
Evidence from both conflicts suggests that cyber attacks have not created forms
of harm and coercion that visibly affect their targets’ actions. Short of mounting
synchronized, coordinated cyber campaigns, each group of hackers has seemed to
operate in its own “bubble,” disengaged from unfolding events in both cyberspace
and the physical world. The lack of discernible reciprocity between cyber and kinetic
operations—and between the cyber actors themselves—questions whether cyber
attacks can (yet) be successfully deployed in support of military operations.
This disconnect may be temporary, as joint planning and execution concepts
continue to evolve. Many countries, for instance, still struggle in coordinating airpower for ground combat support, a century after World War I. Our study highlights
some of the difficulties that countries will need to overcome in integrating and
synchronizing these new capabilities.
Our contribution is fourfold. We offer the first disaggregated analysis of cyber
activities in war and take stock of the empirical relationship between the cyber and
kinetic dimensions of modern battle. To do so, we collect the first microlevel data on
wartime cyber attacks, using both open media sources and anonymous attack traffic
data. Theoretically, our analysis addresses an important question on the coercive
impact of low-level cyber attacks, advancing a literature that has been heavy on
deductive argumentation, but light on evidence. Finally, from a policy standpoint,
our findings should temper the popular tendency to overhype the transformative
potential of cyber attacks. At present, interaction between cyber and kinetic operations is similar to that between airpower and ground operations in World War I—
when armies began to use aircraft for reconnaissance but had not realized their full
potential to shape battlefield outcomes.
Varieties of Cyber Activity
The term “cyber activities” captures a diverse assortment of tactics and procedures,
directed against different types of targets, in pursuit of disparate objectives. Not all
of these activities seek to achieve battlefield effects in the same way. Before proceeding further, we differentiate between two broad goals these actions tend to
pursue: propaganda and disruption.3
Cyber activities in the propaganda category seek to influence public opinion
and indirectly undermine an opponent’s financing or recruitment. Operations in
this group include leaks of compromising private information, online publication
of partisan content (e.g., “trolling” on comments pages), and the establishment of
dedicated websites and forums to promote an armed group’s message. Unless it
openly incites or discourages violence, propaganda affects kinetic operations only
indirectly by undermining an opponent’s support base or obfuscating perceptions
of events.
In the Ukrainian conflict, the importance of both groups attach to online propaganda is evident from the time and resources pro-Kyiv fighters spend updating
Wikipedia, and pro-Russia groups devote to creating and running dedicated
320
Journal of Conflict Resolution 63(2)
YouTube channels and social media accounts. Russian military doctrine places a
heavy emphasis on the strategic use of information in warfare, as does US cyberspace joint planning doctrine.
The second category of cyber attacks—disruption—seeks to directly sabotage
opponents’ ability to operate in the physical or electronic realm. These mostly lowintensity activities include denial of service attacks, which make targeted resources
unavailable through a flood of requests from a single source, and DDoS attacks,
where requests originate from multiple compromised systems. Related efforts
include inundating communications systems with floods of text messages or phone
calls and using fire walls and proxies to block access to websites. At the extreme end
of the scale is the use of malicious code to inflict physical damage or otherwise
compromise infrastructure and military objects. Examples include interception of
drones, communications and surveillance systems, control of Wi-Fi access points,
and collection of protected information via phishing.
The most sophisticated known attack of this type is the Stuxnet worm,
which—before its discovery in 2010—targeted industrial control systems critical
to uranium enrichment in Iran. In Ukraine, notable disruptive activities have
included attacks on the Central Election Committee’s website during the 2014
presidential elections and attacks on the country’s power grid in 2015 and 2016.
Other examples include the use of malware to collect operational intelligence,
like X-Agent, which retrieved locational data from mobile devices used by Ukrainian artillery troops, and the hacking of closed-circuit television (CCTV) cameras
behind enemy lines.
Propaganda and disruption are not mutually exclusive, and many cyber activities
serve both purposes—shaping public opinion through disruption or disrupting an
opponent’s operations by shaping public opinion. For example, altering the visual
appearance of websites can have the dual effect of embarrassing the target and
limiting its ability to communicate. Leaks of private information also have dual
implications for targets’ public image and physical security.
Recent examples of hybrid activities include the defacement of US Central
Command’s Twitter and Facebook pages by the Islamic State’s (IS) Cyber Caliphate
and operations by US Cyber Command against IS beginning in April 2016. In
Ukraine, the pro-rebel group CyberBerkut (CB) has leaked private communications
from senior United States, European Union, and Ukrainian officials and disclosed
identities of pro-Kyiv field commanders—simultaneously creating a media scandal
and forcing targets to commit more resources to personal security. Similarly, the
pro-Kyiv website Myrotvorets’ published names and addresses of suspected “rebel
sympathizers”—information that allegedly facilitated several assassinations
(Il’chenko 2016).
In the following, we limit the scope of our inquiry to cyber actions that are either
purely disruptive (e.g., DDoS-style attacks) or are hybrids of the two approaches
(e.g., web defacements). We do so for two reasons. First, most purely propagandistic
operations, like comment-board trolling, do not aspire to influence the course of
Kostyuk and Zhukov
321
military operations in the short term. Second, it is hard to separate the disruptive and
propaganda effects of hybrid cyber activities because they depend on each other.
Cyber Coercion in Wartime
Over the last two decades, cyber attacks have become an increasingly common tool
of coercion, used by state and nonstate actors, independently and jointly with physical, kinetic operations. Like other instruments of coercion, cyber actions inflict
costs on a target to compel a change in its behavior—either by punishing past
misdeeds or by putting pressure on decision makers in real time.
The role of cyber compellence in wartime is not unlike that of airpower or
terrorism (Pape 2003, 2014). Cyber attacks cannot take or hold territory on their
own, but they can support operations on the ground by disrupting opponents’ command and control, collecting operational intelligence, and creating opportunities for
conventional forces to exploit. If combatants use the Internet for coordination,
recruitment, or training, low-level cyber disruption may prevent them from running
these vital functions smoothly.4 Alternatively, cyber attacks can indirectly pressure
an opponent by targeting civilian economy and infrastructure, similarly to strategic
bombing. Yet unlike airpower, an operational cyber capability is relatively inexpensive to develop. It does not require new massive infrastructure, and many activities
can be delegated to third parties (Ottis 2010). Unlike terrorism, the individual
attacker is rarely at risk of direct physical harm.
Despite the apparent promise of these “weapons of the future” (Schmitt 1999;
Rios 2009; Clarke and Knake 2010; McGraw 2013; Eun and Aßmann 2014), some
scholars are skeptical that low-level cyber attacks can be an effective tool of coercion (Liff 2012; Rid 2012; Gartzke 2013; Junio 2013). There is little doubt that large
numbers of low-level attacks can cumulatively produce large-scale damage, bringing “death by a thousand cuts” (Lemay, Fernandeza, and Knight 2010). Yet successful coercion also requires punishment to be both anticipated and avoidable
(Schelling 1966), and these criteria can be difficult to meet in cyberspace.
Cyber attacks can be challenging for targets to anticipate because attackers face
strong incentives to mount surprise “zero-day” exploits, before targets recognize and
patch their vulnerabilities (Axelrod and Iliev 2014).5 Since the destructiveness of
malicious code depreciates quickly after first use, cyber attacks are often most
damaging when they are least anticipated.
Targets also have many reasons to doubt that cyber attacks are avoidable by
accommodation. For the attacker, cyber actions present a trade-off between plausible deniability—which helps prevent retaliation—and the credibility of coercive
promises and threats.6 Any uncertainty over the source of an attack will also create
uncertainty over the nature of compliance—what sort of actions will prevent future
attacks and by whom.
Beyond attribution uncertainty, cyber attacks may not generate sufficient costs to
elicit compliance from. Because administrators can quickly fix or contain many
322
Journal of Conflict Resolution 63(2)
exploited vulnerabilities, even successful attacks cause only temporary disruption
(Axelrod and Iliev 2014). Unless the attacker continues to develop new methods and
identify new vulnerabilities, a protracted campaign may quickly lose its coercive
impact. As a result, targets may see compliance as insufficient and unnecessary to
stop the damage (Hare 2012; Lynn 2010; Nye 2010).
Force synchronization challenges may also render the timing of cyber attacks
suboptimal for compellence. Hackers—especially those not integrated with military
forces—may not observe battlefield events on a tactically relevant time line. Even if
they did, the lead time required to plan and implement a successful attack—studying
the target system, collecting intelligence on its vulnerabilities, and writing code that
exploits them—can make these efforts difficult to synchronize with conventional
operations.
These challenges are not insurmountable. Lead time is a greater barrier for highlevel attacks (e.g., targeting major infrastructure) than for more routine, DDoS-style
attacks. Force synchronization difficulties are also not unique to the cyber domain
and are well established in research on terrorism and airpower (Atran 2003; Pape
2003, 2014). The ability of contemporary hackers to overcome these difficulties,
however, remains unknown.
Previous Research
The question of whether low-level cyber attacks compel has deep implications for
the theory and practice of national security. Yet the public and academic debate on
this topic has unfolded largely in the absence of rigorous empirical evidence in either
direction. Existing political science and policy literature on cybersecurity could be
grouped into three broad areas: the “big picture” of cyber warfare (Cha 2000;
Griniaiev 2004; Libicki 2007, 2011; Czosseck and Geers 2009; Clarke and Knake
2010; Axelrod and Iliev 2014), the overlap between cyber and kinetic capabilities
(Healey 2013; Kello 2013; Libicki 2015; Andress and Winterfeld 2013; Axelrod
2014), and the effect of information and communication technology on conflict
(Martin-Shields 2013; Pierskalla and Hollenbach 2013; Crabtree, Darmofal, and
Kern 2014; Gohdes 2014; Bailard 2015).
Most research in the first category has focused on the implications of cyber
activities for peacetime deterrence or the offense–defense balance rather than wartime compellence. While the second group focuses more directly on cyber attacks
during conflict, its empirical approach has been mostly qualitative, relying on evidence from descriptive case studies, macrohistorical surveys, and stylized facts.
Some large-n analyses do exist (Valeriano and Maness 2014), but their scope has
remained on large-scale cyber attacks rather than the far more numerous lowintensity operations we consider here. While the third group does employ the
statistical analysis of disaggregated data, its theoretical scope is distinct from mainstream literature on cyber attacks—evaluating, for instance, how technology affects
collective action (Weidmann 2015) rather than military compellence.
Kostyuk and Zhukov
323
Our study bridges the gap between these areas of inquiry. Our goal is to assess the
coercive potential of low-level cyber actions during an armed conflict. We pursue
this goal by studying the magnitude and direction of the relationship between cyber
attacks and physical violence, using microlevel data from ongoing conflicts in
Ukraine and Syria.
Empirical Expectations
Cyber attacks by actor A can affect physical violence by B in one of the three ways:
negatively, positively, or not at all. If cyber compellence is successful, we should
expect a short-term decrease in violence after a spike in cyber attacks. A positive
response would suggest failure, where cyber attacks actually escalate violence by the
opponent. If no relationship exists, cyber actions are either ineffective or irrelevant
to fighting in the physical world.
In addition to compellence across domains, cyber attacks by actor A may impact
cyber attacks by actor B. As before, only a negative relationship would imply
coercive success, while a null or positive response would suggest that these actions
are either ineffective or counterproductive.
Data Analysis
To evaluate whether and how cyber actions affect physical violence in war, we
analyze new micro-level data from Ukraine and Syria. We begin with an in-depth
study of the Ukrainian case, as one of few conflicts where both sides have used cyber
attacks as a means of coercion. Due to the sophistication of hackers on both sides, the
public nature of many attacks, and an abundance of data, the Ukrainian conflict
allows us to observe the short-term coercive impact of cyber attacks.7 We then use
analogous event data on Syria to evaluate the generalizability of our ...
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