For this assignment, create your topic definition for your thesis project: Analyze additional existing system and application security literature and provide context for an ana
READ THE BROOKES DISSERTATION THAT IS PUT IN THE FILES BELOW!!!
Preparation
Read the Brookes dissertation Mitigating Privilege Escalation (linked in Resources).
Instructions
Note: This assignment is the first component of your course project.
For this assignment, create your topic definition for your thesis project:
- Analyze additional existing system and application security literature and provide context for an analysis of system and application security protection mechanisms for an organization.
- Identify a research problem in system and application security for your thesis project.
- Develop a research topic that is narrow enough for a thorough investigation within the size limitations of your project.
- Summarize the purpose and scope of a research project, methods used, and questions addressed.
The content of your assignment should be organized as follows:
- Research topic.
- Research problem.
- Research problem background.
- Research questions.
Your topic definition statement should:
- Identify key constructs or theoretical foundation.
- Identify key relationships among the constructs.
- Identify the target population.
- Be supported with current peer-reviewed references (from the last 5 to 7 years).
- Include citations and references formatted according to current APA style and format.
- Indicate the purpose and scope of the project. It can also indicate the methods you will use and questions you hope to address.
- Identify gaps in knowledge in the literature.
Your paper should demonstrate critical-thinking skills, be written in a clear, concise, and direct style, and provide a well-supported analysis using appropriately formatted references.
Mitigating Privilege Escalation
A Thesis Submitted to the Faculty
in partial fulfillment of the requirements for the degree of
Doctor of Philosophy
by
Scott Brookes
Thayer School of Engineering Dartmouth College
Hanover, New Hampshire
May 2018
Examining Committee:
Chairman Stephen Taylor, Ph.D.
Member Sergey Bratus, Ph.D.
Member George Cybenko, Ph.D.
Member Steve Chapin, Ph.D.
F. Jon Kull, Ph.D. Dean of Graduate and Advanced Studies
ProQuest Number:
All rights reserved
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ProQuest
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10822683
2018
Abstract
One particularly difficult challenge in the computer security landscape is preventing
privilege escalation. This type of attack happens when an actor is granted access
to some piece of hardware with limited permissions but manages to circumvent the
security policies meant to contain them. Although a simple bug in the operating
system, or even in user libraries, can be sufficient to enable this type of attack,
such a vulnerability is also relatively easy to fix. Privilege escalation mechanisms
represent a more challenging security risk because they are methods by which generic
vulnerabilities (such as a buffer overflow) can be leveraged to escalate privilege.
This thesis describes a collection of operating system hardening techniques de-
signed to mitigate the risks of common privilege escalation mechanisms. This includes
non-deterministic loading techniques to randomize code, leveraging the virtualization
features of modern hardware to protect operating system code, and a novel operat-
ing system design paradigm. A proof-of-concept prototype was developed for each
of these techniques using the Bear research microkernel. The code for all techniques
described in this thesis is available at https://github.com/SCSLaboratory/BearOS.
Each of the techniques described in this thesis is evaluated in terms of the addi-
tional security it offers alongside the performance cost of the technique. The security
analysis of each technique attempts to describe (and quantify where possible) the
types of privilege escalation mechanisms that the technique interrupts. Meanwhile,
macro- and micro-benchmarks that are compatible with the Bear microkernel illus-
ii
trate the practicality of each of these techniques for deployment on real-world systems.
Synthesizing four different security mechanisms that each address unique types
of privilege escalation threats, the thesis provides a glimpse of a hardened operating
system. Contrary to the standard practice of “patching” the status quo in response to
each new threat, it attempts to visualize a next-generation operating system design
that brings together the best features of non-determinism, virtualization, and hard-
ware resource utilization in order to present a more secure computing system that
can still meet the ever-increasing performance requirements of modern computing
applications.
iii
Contents
Abstract ii
Contents iv
List of Tables viii
List of Figures ix
List of Code Snippets xi
List of Algorithms xii
1 Introduction 1
1.1 Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
1.2 Metrics of Success . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7
1.3 Publications and Contributions . . . . . . . . . . . . . . . . . . . . . 8
1.4 Thesis Organization . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
2 Background and State of the Art 13
2.1 Virtual Memory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13
2.1.1 Case Study: Recursive Paging . . . . . . . . . . . . . . . . . . 15
2.1.2 The Virtual Address Space . . . . . . . . . . . . . . . . . . . . 17
2.2 Message Passing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18
iv
2.3 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22
3 Related Work 24
3.1 Privilege Escalation Mitigation . . . . . . . . . . . . . . . . . . . . . 25
3.1.1 Techniques based on Virtualization . . . . . . . . . . . . . . . 29
3.1.2 Other Techniques . . . . . . . . . . . . . . . . . . . . . . . . . 35
3.1.3 Comparison . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39
3.1.4 Privilege Escalation Mitigation: Conclusion . . . . . . . . . . 42
3.2 Execute-Only Memory . . . . . . . . . . . . . . . . . . . . . . . . . . 42
3.3 Code Diversification . . . . . . . . . . . . . . . . . . . . . . . . . . . 44
3.4 Asymmetrical Multiprocessing . . . . . . . . . . . . . . . . . . . . . . 46
3.5 Operating System Design Paradigm Shifts . . . . . . . . . . . . . . . 48
3.5.1 Microkernels . . . . . . . . . . . . . . . . . . . . . . . . . . . . 48
3.5.2 ExoKernel . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49
3.5.3 Unikernels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50
4 ExOShim 51
4.1 ExOShim: Background . . . . . . . . . . . . . . . . . . . . . . . . . . 52
4.1.1 The Kernel and Virtual Memory . . . . . . . . . . . . . . . . 52
4.1.2 Virtualization and the EPT . . . . . . . . . . . . . . . . . . . 53
4.2 ExOShim: Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . 54
4.2.1 Assumptions . . . . . . . . . . . . . . . . . . . . . . . . . . . . 54
4.2.2 ExOShim . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55
4.3 ExOShim: Implementation . . . . . . . . . . . . . . . . . . . . . . . . 58
4.3.1 Providing ExOShim a Context . . . . . . . . . . . . . . . . . . 58
4.3.2 Building the EPT . . . . . . . . . . . . . . . . . . . . . . . . . 60
4.3.3 Starting Virtualization . . . . . . . . . . . . . . . . . . . . . . 65
4.4 ExOShim: Evaluation and Analysis . . . . . . . . . . . . . . . . . . . 69
v
4.4.1 Prototype Complexity . . . . . . . . . . . . . . . . . . . . . . 69
4.4.2 Performance . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69
4.4.3 Security Implications . . . . . . . . . . . . . . . . . . . . . . . 71
4.5 ExOShim: Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . 72
4.5.1 Future Work . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72
4.5.2 Final Thoughts . . . . . . . . . . . . . . . . . . . . . . . . . . 73
5 Diversification: KPLT 75
5.1 KPLT: Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 76
5.1.1 Using the Virtual Memory Abstraction . . . . . . . . . . . . . 76
5.1.2 The Contents of a KPLT . . . . . . . . . . . . . . . . . . . . . 78
5.2 KPLT: Implementation . . . . . . . . . . . . . . . . . . . . . . . . . . 79
5.2.1 KPLT Creation at Load-Time . . . . . . . . . . . . . . . . . . 80
5.2.2 Run-time KPLT Maintenance and Manipulation . . . . . . . . 82
5.3 KPLT: Evaluation and Analysis . . . . . . . . . . . . . . . . . . . . . 86
5.3.1 Security Implications . . . . . . . . . . . . . . . . . . . . . . . 86
5.3.2 Increase in Diversity . . . . . . . . . . . . . . . . . . . . . . . 87
5.3.3 Performance Cost . . . . . . . . . . . . . . . . . . . . . . . . . 88
5.3.4 Remaining Work and Challenges . . . . . . . . . . . . . . . . 88
5.4 KPLT: Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88
6 Diversification: Überdiversity 89
6.1 Diversification Algorithms . . . . . . . . . . . . . . . . . . . . . . . . 91
6.1.1 Run-time Complexity and Termination Analysis . . . . . . . . 94
6.1.2 Proof of Uniformly Distributed Variants . . . . . . . . . . . . 97
6.2 Überdiversity: Implementation . . . . . . . . . . . . . . . . . . . . . . 100
6.2.1 ELF & the Diversity Loader . . . . . . . . . . . . . . . . . . . 100
6.2.2 The Virtual Memory Abstraction . . . . . . . . . . . . . . . . 101
vi
6.2.3 Diversifying the Entire Software Stack . . . . . . . . . . . . . 103
6.3 Überdiversity: Evaluation and Analysis . . . . . . . . . . . . . . . . . 104
6.3.1 Quantification of Diversity Achieved . . . . . . . . . . . . . . 104
6.3.2 Performance Cost . . . . . . . . . . . . . . . . . . . . . . . . . 110
6.3.3 Security Implications . . . . . . . . . . . . . . . . . . . . . . . 114
6.4 Überdiversity: Conclusion . . . . . . . . . . . . . . . . . . . . . . . . 116
7 KUCS 118
7.1 KUCS: Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121
7.1.1 Separating Kernel and User Cores . . . . . . . . . . . . . . . . 123
7.1.2 Fine-Grained Virtualization . . . . . . . . . . . . . . . . . . . 126
7.1.3 Increasing Performance . . . . . . . . . . . . . . . . . . . . . . 128
7.2 KUCS: Implementation . . . . . . . . . . . . . . . . . . . . . . . . . . 130
7.2.1 KUCSBear . . . . . . . . . . . . . . . . . . . . . . . . . . . . 130
7.2.2 Interrupts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 132
7.2.3 Virtual Memory . . . . . . . . . . . . . . . . . . . . . . . . . . 141
7.2.4 Message Passing . . . . . . . . . . . . . . . . . . . . . . . . . 142
7.2.5 Scheduling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151
7.3 KUCS: Evaluation and Analysis . . . . . . . . . . . . . . . . . . . . . 157
7.3.1 Security . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157
7.3.2 Performance . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159
7.3.3 Future Work . . . . . . . . . . . . . . . . . . . . . . . . . . . . 168
7.4 KUCS: Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177
8 Conclusion 180
Bibliography 183
vii
List of Tables
3.1 Summary of Privilege Escalation Mitigation Methods . . . . . . . . . 40
3.2 Characteristics of Privilege Escalation Mitigation Methods . . . . . . 41
3.3 Existing Execute-Only Memory Techniques . . . . . . . . . . . . . . . 44
3.4 Existing Code Diversification Techniques . . . . . . . . . . . . . . . . 45
4.1 Processor Benchmarks for ExOShim . . . . . . . . . . . . . . . . . . . 70
4.2 ExOShim’s Bear Test Suite Performance . . . . . . . . . . . . . . . . 72
6.1 Fork/Exec Test with Überdiversity . . . . . . . . . . . . . . . . . . . 110
6.2 Processor Benchmarks with Überdiversity . . . . . . . . . . . . . . . 112
7.1 System Call Mechanism Performance . . . . . . . . . . . . . . . . . . 164
7.2 Processor Benchmarks for KUCSBear . . . . . . . . . . . . . . . . . . 165
7.3 System Benchmarking for KUCSBear . . . . . . . . . . . . . . . . . . 167
viii
List of Figures
1.1 Threats and Mitigations Explored in this Thesis . . . . . . . . . . . . 3
2.1 x86 Virtual Memory Translation . . . . . . . . . . . . . . . . . . . . . 14
2.2 Recursive and Conventional Paging Structure Addressing . . . . . . . 16
2.3 Traditional Operating System Design . . . . . . . . . . . . . . . . . . 21
3.1 Return-to-User Privilege Escalation Attack . . . . . . . . . . . . . . . 28
3.2 SecVisor’s Protection Against ret2usr Attacks . . . . . . . . . . . . . 31
3.3 kGuard’s Protection Against ret2usr Attacks . . . . . . . . . . . . . . 36
4.1 Example Memory Disclosure Vulnerability . . . . . . . . . . . . . . . 52
4.2 Overview of ExOShim Protections . . . . . . . . . . . . . . . . . . . . 55
4.3 ExOShim Benchmark Suite Performance . . . . . . . . . . . . . . . . 71
5.1 Function Calls with KPLT . . . . . . . . . . . . . . . . . . . . . . . . 77
5.2 Assembly KPLT Entry . . . . . . . . . . . . . . . . . . . . . . . . . . 78
6.1 A modified FYS Algorithm . . . . . . . . . . . . . . . . . . . . . . . . 99
6.2 Cache Performance Benchmarks with Überdiversity . . . . . . . . . . 111
6.3 Worst-Case Memory Overhead with Überdiversity . . . . . . . . . . . 113
7.1 KUCS Design Overview . . . . . . . . . . . . . . . . . . . . . . . . . 122
7.2 Asynchronous System Calls . . . . . . . . . . . . . . . . . . . . . . . 129
ix
7.3 Kernel Mappings to a KUCS Remote Process . . . . . . . . . . . . . 143
7.4 Initializing the Message Passing Ring Buffer . . . . . . . . . . . . . . 148
7.5 KUCS System Call Mechanisms . . . . . . . . . . . . . . . . . . . . . 149
7.6 System Call Mechanism Performance . . . . . . . . . . . . . . . . . . 163
7.7 System Benchmarking for KUCSBear . . . . . . . . . . . . . . . . . . 167
x
List of Code Snippets
2.1 State-of-the-Art Message Sending from User-Space . . . . . . . . . . . 19
2.2 User-space “ping” System Call . . . . . . . . . . . . . . . . . . . . . . 20
4.1 Building ExOShim’s EPT . . . . . . . . . . . . . . . . . . . . . . . . 61
5.1 Creating a KPLT Entry . . . . . . . . . . . . . . . . . . . . . . . . . 79
7.1 Interrupt Handling Control Flow . . . . . . . . . . . . . . . . . . . . 133
7.2 Naive Remote Memory Mapping . . . . . . . . . . . . . . . . . . . . . 141
7.3 Message Passing with the Ring Buffer from User-space . . . . . . . . 145
7.4 Kernel’s Initialization for Message Passing Ring Buffer . . . . . . . . 146
7.5 Message Passing with the Ring Buffer from the Kernel . . . . . . . . 147
xi
List of Algorithms
4.1 ExOShim’s Initialization Routine . . . . . . . . . . . . . . . . . . . . . 59
6.1 Greedy Diversity Loader Algorithm . . . . . . . . . . . . . . . . . . . . 91
6.2 Scaling Diversity Loader Algorithm . . . . . . . . . . . . . . . . . . . . 92
6.3 Generic Diversity Loader Algorithm . . . . . . . . . . . . . . . . . . . 94
6.4 Fisher-Yates Shuffle Algorithm . . . . . . . . . . . . . . . . . . . . . . 98
xii
Chapter 1
Introduction
Problem Current operating system designs enable multiple privilege escalation
mechanisms by which an attacker can leverage simple bugs to compromise the system.
Hypothesis Modern multicore hardware can significantly mitigate the risk of priv-
ilege escalation with acceptable performance cost.
Isolation is a cornerstone of security in modern computer systems. As the com-
plexities associated with even the most benign instances of computation skyrocket
and processors are called on to handle hundreds or thousands of such instances si-
multaneously, isolating instances from one another is the only practical way to protect
them.
One of the most fundamental forms of isolation is separating the user or appli-
cation from the kernel or operating system. As a trusted actor that manages all
applications on the system, the kernel has the direct ability to compromise every
application running on a system. If a malicious actor manages to compromise the
kernel, they can easily compromise all applications on the system. Consequently,
isolation is most commonly enforced by hardware. In particular, system memory can
be marked for the user or for the supervisor (kernel) and the processor can operate
1
in different modes, corresponding to user and kernel.
Unfortunately, hardware protections are not 100% successful. The ability of a
malicious user to gain read, write, or execution privileges on memory reserved ex-
clusively for the kernel is known as privilege escalation. Quantifying the impact of
this issue is difficult. Although as of early 2018 only about 5% of reported Common
Vulnerabilities and Exposures (CVEs) since 1999 are listed with type “Gain Privi-
leges,” privilege escalation attacks may also be classified as “Gain information” (9%)
or “Code Execution” (29%) [2]. Furthermore, these statistics only discuss vulnera-
bilities. There are also privilege escalation mechanisms that use seemingly unrelated
vulnerabilities to achieve the escalation of privileges. Using a mechanism such as
return-to-user [93] which uses a compromised return address to force code execution
into user-space without changing the CPU privilege mode, a simple buffer overflow
(15% of all reported vulnerabilities) located in kernel code could give the user kernel
privilege.
The Meltdown vulnerability [109] provides a clear example of how devastating
privilege escalation can be. This vulnerability enables a user-space process to read
arbitrary memory, circumventing paging permissions. This would be listed as a single
vulnerability in the statistics referenced previously, but the protected memory of
almost any operating system running on any one of millions of affected processors
produced over almost a decade could be read by a simple user program.
In an age where many of the world’s secrets are entrusted to computers and the
operating systems that run them, privilege escalation constitutes a major threat. This
thesis explores a collection of significant privilege escalation mechanisms and presents
novel techniques for mitigating them. While they are applicable to operating systems
in general, each of the research efforts described in this thesis was prototyped on a
research microkernel called Bear [123]. The capabilities described here, as well as
the Bear microkernel itself, are all available as open source software under the MIT
2
Privilege Escalation
ExOShim
Execute
Read
Memory Disclosure
Meltdown
Kernel Code Injection
Diversi�cation
KUCS
ret2usr
Kernel ROP
Threat Solution
Figure 1.1: The left side of this figure shows a breakdown of the vulnerabilities and mechanisms examined in this thesis. The right side pairs the techniques explored in this thesis to the privilege escalation mechanisms they address.
software license at https://github.com/SCSLaboratory/BearOS.
1.1 Approach
This thesis presents novel mitigation techniques for five different privilege escalation
mechanisms. The mechanisms and their associated mitigation techniques are listed
in Figure 1.1.
Privilege Escalation Methods
Memory Disclosure Often, “memory disclosure” refers to a vulnerability, rather
than a mechanism. In a memory disclosure, information leaks from a privileged source
to an unprivileged receiver. This is a common issue in monolithic operating systems
that load drivers, potentially buggy pieces of software written by third parties, into
the operating system with privilege. The memory disclosure mitigation explored
in this thesis, ExOShim, enforces a security policy that identifies and prohibits any
3
memory disclosure, regardless of the mechanism used to accomplish such a disclosure.
Meltdown First appearing in the public eye in January 2018, Meltdown [109] is
a vulnerability found in most Intel x86 processor implementations and some other
processors, including ARM and PowerPC. Meltdown takes advantage of speculative
execution and cache timing attacks to recover the results of computations that cause
a fault before such a fault is actually delivered. In other words, a user process can
issue reads to kernel memory and then retrieve the data of the read before the fault
is delivered. This is a demonstration of the dangers of leaving such a vital security
property – the separation of kernel- and user-space memory – to a complex hard-
ware implementation that is all but invisible to the programmer. The Kernel- and
User-space Core-based Separation (KUCS) operating system design provides stronger
separation between the user- and kernel-space such that the hardware vulnerability
allowing Meltdown can no longer impact the system.
Kernel ROP Return-oriented-programming (ROP) is a process by which a care-
fully crafted stack uses return instructions to force control flow through a series of
snippets of existing code (called “gadgets”) to preform computation. Even small pro-
grams have enough gadgets to perform arbitrary execution with a carefully controlled
stack, so any program as big and complex as an operating system can be subjected
to complex ROP attacks. This is an example of how mechanism differs from vul-
nerability ; any simple kernel stack overflow (the vulnerability) can enable a kernel
ROP attack (the mechanism). Software randomization techniques are the standard
technique for mitigating ROP as they make it more difficult to discover the location
of the gadgets of interest and subsequently build the stack necessary to preform the
desired computation. This thesis explores the widespread use of non-determinism on
many existing systems and offers novel techniques and analysis that compliment this
rich field of research.
4
Kernel Code Injection Perhaps the most naive method of escalating to kernel
privilege is to inject malicious instructions directly into the kernel code. One example
of how this may be done is with a kernel routine that copies data from user memory
into kernel memory. If the attacker can force execution to jump to this previously
copied memory, they can execute code that they control with all the privileges of
the kernel. While most kernels use Write xor Execute (W⊕X) security policies, this
is an example of a defensive strategy that targets a vulnerability; not necessarily
the mechanism itself. On the contrary, KUCS enables security policies that ensure
that no code absent from the kernel at boot-time can ever be executed with kernel
privilege.
ret2usr If the attacker can control a single return address in the kernel, they can
force the kernel to jump to user-controlled memory without passing through the
normal context-switching routine required to change the mode of the processor into
user-mode. After its discovery, chip manufacturers began to implement hardware fea-
tures such as Intel’s Supervisor Mode Execution Protection (SMEP) in order to cause
a system fault if user-marked memory is executed without the CPU in user mode.
Despite this hardware patch, which may not be used by corrupted, old, or buggy ker-
nel implementations, this mechanism demonstrates the dangers of weak separation
between kernel- and user-space on modern hardware. As previously discussed, Melt-
down is another attack exploiting this weak separation. KUCS enforces a stronger
separation that is not vulnerable to ret2usr type attacks.
Privilege Escalation Mitigation Techniques
ExOShim is a memory disclosure mitigation that uses the virtualization features
of modern processors. In particular, the extended page tables (EPT) included with
Intel’s VT-x virtualization extensions provide the capability to mark memory pages as
5
execute-only, a feature not available in the kernel paging system. ExOShim provides
a shim layer that enables virtualization and uses these fine-grained permission bits
in the EPT to mark the kernel code as execute-only. Furthermore, it keeps the
operating system as the most basic trusted software entity. Rather than implementing
a trusted hypervisor (which becomes a large attack surface in its own right) it uses
the virtualization features to enforce a security policy that the kernel initializes. In
fact, ExOShim manages to offer this protection in a way that cannot be hijacked,
modified, or disabled after initialization.
Diversification Although there have been decades of research into software ran-
domization techniques, this thesis extends this body of knowledge with two new tech-
niques: the Kernel Procedure Linkage Table (KPLT) and Überdiversity. The KPLT
treats the kernel, which is conventionally mapped into every process, as a shared ob-
ject. It provides a method for randomizing kernel mappings on a per-process basis, so
that each process uses unique virtual addresses to access shared kernel routines. The
second technique, Überdiversity, presents a prototype that explores just how far load-
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