Podcast
Questions and Answers
In which phase of the System Development Life Cycle (SDLC) is formal modelling typically applied?
In which phase of the System Development Life Cycle (SDLC) is formal modelling typically applied?
- Requirements gathering
- Design, development, and maintenance (correct)
- Initial planning and feasibility study
- Testing and deployment
Which of the following best describes the primary purpose of formal verification in the context of system development?
Which of the following best describes the primary purpose of formal verification in the context of system development?
- To manage and document project timelines.
- To confirm the accuracy of the developed model in relation to the system specification. (correct)
- To create initial informal system specifications.
- To replace traditional testing methods.
Which of the following is a key characteristic of a formal specification language?
Which of the following is a key characteristic of a formal specification language?
- Primary use in generating informal documentation.
- Ambiguous syntax that allows for flexible interpretation.
- A formalism with well-defined syntax and semantics. (correct)
- Dependence on natural language descriptions.
Which statement best describes the relationship between system specification and formal specification?
Which statement best describes the relationship between system specification and formal specification?
What is the main advantage of using formal methods in the early stages of system development?
What is the main advantage of using formal methods in the early stages of system development?
In the context of formal specification, which tasks are typically defined by the developer/specialist?
In the context of formal specification, which tasks are typically defined by the developer/specialist?
Which aspect of system development focuses on mathematically expressing the system's requirements and functioning?
Which aspect of system development focuses on mathematically expressing the system's requirements and functioning?
What is the relationship between formal specification and informal specification?
What is the relationship between formal specification and informal specification?
Which of the following is a key benefit of using formal specification?
Which of the following is a key benefit of using formal specification?
What is the primary focus of algebraic techniques in formal specification?
What is the primary focus of algebraic techniques in formal specification?
Which of the following is the most direct benefit of using formal methods in system development?
Which of the following is the most direct benefit of using formal methods in system development?
What is the role of automata (or Finite State Machines) in system modelling, according to the content?
What is the role of automata (or Finite State Machines) in system modelling, according to the content?
In model-based techniques, how are system operations typically expressed?
In model-based techniques, how are system operations typically expressed?
Which of the following is a practical application of formal specifications?
Which of the following is a practical application of formal specifications?
What is the main purpose of using formal specification in system development?
What is the main purpose of using formal specification in system development?
A system's behavior is specified through operations and relationships. Which formal specification technique is being used?
A system's behavior is specified through operations and relationships. Which formal specification technique is being used?
What is the principal advantage of using formal specification in system development?
What is the principal advantage of using formal specification in system development?
In the context of concurrent systems, what does the symbol 𝜏 (tau) typically represent?
In the context of concurrent systems, what does the symbol 𝜏 (tau) typically represent?
Which of the following is a primary advantage of using formal specifications in system design?
Which of the following is a primary advantage of using formal specifications in system design?
Given a system modeled as a pair of CFSMs, what determines whether the system is treated as a single CFSM or as a pair?
Given a system modeled as a pair of CFSMs, what determines whether the system is treated as a single CFSM or as a pair?
Which of the following is a significant limitation in the widespread adoption of formal specification techniques?
Which of the following is a significant limitation in the widespread adoption of formal specification techniques?
In the context of formal modeling, what determines the abstraction level used to represent the system behavior?
In the context of formal modeling, what determines the abstraction level used to represent the system behavior?
Which of the following best describes how FSMs model system behavior?
Which of the following best describes how FSMs model system behavior?
Consider a system with two CFSMs, where one transitions from state q0 to q1 upon receiving input 'a?', and the other transitions from r0 to r1 following an internal action '𝜏'. If the system starts in the global state (q0, r0), what is the likely next state after 'a?' followed by '𝜏'?
Consider a system with two CFSMs, where one transitions from state q0 to q1 upon receiving input 'a?', and the other transitions from r0 to r1 following an internal action '𝜏'. If the system starts in the global state (q0, r0), what is the likely next state after 'a?' followed by '𝜏'?
How are formal modeling languages primarily categorized?
How are formal modeling languages primarily categorized?
Which of the following is NOT an example of a formal modeling language?
Which of the following is NOT an example of a formal modeling language?
What is a primary application of Finite State Machines (FSMs) in the context of system design?
What is a primary application of Finite State Machines (FSMs) in the context of system design?
What capability distinguishes Communicating Finite State Machines (CFSMs) from basic Finite State Machines (FSMs)?
What capability distinguishes Communicating Finite State Machines (CFSMs) from basic Finite State Machines (FSMs)?
What is the result of combining two or more Communicating Finite State Machines (CFSMs)?
What is the result of combining two or more Communicating Finite State Machines (CFSMs)?
In the formal definition of a Communicating Finite State Machine (CFSM), what does the 'A' represent?
In the formal definition of a Communicating Finite State Machine (CFSM), what does the 'A' represent?
Which of the following is NOT a component of the tuple that defines a Communicating Finite State Machine (CFSM)?
Which of the following is NOT a component of the tuple that defines a Communicating Finite State Machine (CFSM)?
In the context of CFSMs, what does the notation 'a?' typically represent?
In the context of CFSMs, what does the notation 'a?' typically represent?
What does the symbol '𝜏' represent in the context of CFSMs?
What does the symbol '𝜏' represent in the context of CFSMs?
Consider a system composed of a Sender and a Receiver CFSM. If the Sender performs 'a!' and the Receiver performs 'a?', what combined action occurs, and how is it typically represented in a trace?
Consider a system composed of a Sender and a Receiver CFSM. If the Sender performs 'a!' and the Receiver performs 'a?', what combined action occurs, and how is it typically represented in a trace?
Given the traces of a Sender and Receiver CFSM, how is the concurrent composition of the two machines, denoted as System = Sender || Receiver, analyzed?
Given the traces of a Sender and Receiver CFSM, how is the concurrent composition of the two machines, denoted as System = Sender || Receiver, analyzed?
In a CFSM model, what is the purpose of defining the system as a set of states, actions, and transitions?
In a CFSM model, what is the purpose of defining the system as a set of states, actions, and transitions?
Consider a CFSM system where a Sender sends a message 'm!' on channel 'x' and a Receiver receives 'm?' on the same channel. If we observe the trace ⟨⟩ ⟨x?⟩ ⟨x?, 𝜏⟩, what does this sequence indicate?
Consider a CFSM system where a Sender sends a message 'm!' on channel 'x' and a Receiver receives 'm?' on the same channel. If we observe the trace ⟨⟩ ⟨x?⟩ ⟨x?, 𝜏⟩, what does this sequence indicate?
Flashcards
Formal Methods
Formal Methods
Mathematical techniques and tools to express a system as a mathematical entity.
Uses of Formal Methods
Uses of Formal Methods
Specify, model, and verify system structure and behavior.
Advantage of FMs
Advantage of FMs
Detecting errors early in development.
Formal Specification
Formal Specification
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Formal Modelling
Formal Modelling
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Formal Verification
Formal Verification
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What is formal specification?
What is formal specification?
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Mathematical Language.
Mathematical Language.
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Abstraction Levels
Abstraction Levels
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Textual Languages
Textual Languages
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Graphical Languages
Graphical Languages
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Examples of Textual Languages
Examples of Textual Languages
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Examples of Graphical Languages
Examples of Graphical Languages
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Finite State Machines (FSMs)
Finite State Machines (FSMs)
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Communicating Finite State Machines
Communicating Finite State Machines
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Advantage of Formal Specification
Advantage of Formal Specification
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Specification Process
Specification Process
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Algebraic Specification
Algebraic Specification
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Model-Based Specification
Model-Based Specification
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Benefit of Formal Specification
Benefit of Formal Specification
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Formal Spec & Testing
Formal Spec & Testing
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System Specification
System Specification
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Concurrent FSM (CFSM)
Concurrent FSM (CFSM)
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Global Initial State
Global Initial State
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Internal Action (τ)
Internal Action (τ)
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Modeling System Behavior with FSMs
Modeling System Behavior with FSMs
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CFSM Definition
CFSM Definition
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Q in CFSM
Q in CFSM
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q0 in CFSM
q0 in CFSM
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A in CFSM
A in CFSM
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T in CFSM
T in CFSM
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a! in CFSM
a! in CFSM
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a? in CFSM
a? in CFSM
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τ in CFSM
τ in CFSM
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Study Notes
- The lecture covers formal specification and modeling in the design and development of secure systems.
- It recalls formal methods, explains formal specification and modeling, and introduces Automata/Finite State Machines.
Learning Objectives
- Recall formal methods and their use in developing secure systems.
- Explain formal specification, how it is applied to system development, and different approaches.
- Describe automata and their use in modeling system behavior.
Formal Methods (FMs)
- FMs are mathematical-based techniques and tools to express a complex system as a mathematical entity.
- FMs can specify, model, and verify the structure/behavior of a system.
- They can be used in any phase of the System Development Life Cycle (SDLC) to detect errors early.
Formal Methods in Development Life Cycle
- Formal Specification: mathematically expresses system requirements and functioning, associated with Informal Specification.
- Formal Modeling: applied to design, development, and maintenance stages to represent structure and behavior.
- Formal Verification: analyses the correctness of the model against the system specification and is complementary to testing.
Formal Specification
- It is a system specification in a mathematical language with well-defined syntax and semantics.
- Helps detect defects or errors and presents the system specification clearly.
- System Specification and System Design steps overlap.
- System requirements and formal specifications are interrelated.
- Clients define early stages while developers/specialists define complete, consistent, precise formal specifications.
Types of Formal Specification
- Algebraic techniques: describe system operations and their relationships.
- Model-based techniques: describe system operations relative to potential state changes.
- Languages capture sequential or concurrent behaviors.
Sequential and Concurrent Formal Languages
- Algebraic with Sequential examples: Larch and OBJ
- Model-based Sequential examples: Z, VDM, and B
- Algebraic Concurrent examples: Lotos
- Model-based Concurrent examples: CSP and Petri Nets
Example of Algebraic Specification
- Includes specification name, imports of lists, and informal descriptions.
- It shows operation signatures and axioms defining operations.
- Example includes functions like Create, Cons, Head, Length, and Tail
Example of Model-Based Specification
- Provides schema name, signature, and predicate with a mathematical representation.
- Example includes "SUGAR_OK", representing the state change conditions
Benefits and Limitations of Formal Specification
- Benefits: provides insights into system requirements/design, guide test case creation, supports automated processing, and offers animation/simulation.
- Limitations: designers/developers lack training, widespread ignorance, research focuses on notations rather than tool support.
Formal Modelling
- Formal modelling specifies the behaviour and structure of a system using a mathematical model
- It uses sequential or concurrent behaviour and structure of core system components
Formal Modelling Languages
- Textual languages
- Graphical languages
- Examples include: Vienna Development Method, Process Algebra, Automata, Petri Nets and Unified Modeling Language (UML)
Finite State Machines (FSMs)
- It can formally specify, verify, and test systems.
- It provides an abstract description of system states and the system's response to external actions.
Communicating Finite State Machines (CFSMs)
- It can receive/send messages and change internal states.
- It can be combined to represent complex behaviors for analysis.
Formal Definition of Communicating Finite State Machines
- CFSMs are expressed as a tuple: F = (Q, q0, A, T).
- Q: finite non-empty set of states.
- q0: initial state (∈ Q).
- A: finite set of communication actions, called the alphabet of F.
- T: (Q, (A∪{τ})) → Q is the transition relation.
Example of CFSMs
- It is a simple sender-receiver schemes.
- Sender receives a signal on channel a, transmits to Receiver via channel b, using channel b.
- Receiver accepts/forwards the signal using channel c.
CFSMs Initial States
- q0 and r0 represent initial states.
- a? and a! represent receiving/sending over channel a.
- a? & a! are matching messages or signals.
Observations on Example CFSMs
- The concurrent composition of two CFSMs is denoted as System = Sender || Receiver.
- Sender: <> (a?) (a?, b!) (a?, b!, a?) ...
- Receiver: <> (b?) (b?, c!) (b?, c!, b?) ...
- Traces generated by System: 〈〉 〈a?〉 〈a?, b!&b?) (a?, b!&b?, c!) ...
- There are four global states: (q0, r0), (q0, r1), (q1, r0), (q1, r1)
- When executing a? at initial state (q0, r0), the system moves to state (q1, r0).
- When executing τ (b!&b?) at state (q1, r0), it moves to state (q0, r1).
- The concurrent composition of two CFSMs can be represented by the following graph format. (q0, r0) a? c! (q1, r0) (q0, r1) System c! a? (q1, r1)
- a?/c!: external actions.
- Internal or hidden action.
- Treat system verification as: single CFSM or pair of CFSMs, depending on verification requirements.
Summary
- Formal methods explicitly define sequential or concurrent behavior.
- Formal Specification helps early detection of system flaws.
- Formal modeling provides a range of modelling languages.
- FSMs efficiently model system behavior by expressing the state changes that occur during its operation.
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